midday save (de772659) · Commits · Elphel / image-compression

ErrorImageCreator.py

+18 −3

Original line number	Original line	Diff line number	Diff line
	@@ -88,17 +88,32 @@ def color_adjust(visual_array):
	adjusted_array = np.round(adjusted_array*255/np.max(adjusted_array))		adjusted_array = np.round(adjusted_array*255/np.max(adjusted_array))
	return adjusted_array		return adjusted_array
	if __name__ == "__main__":		if __name__ == "__main__":
	scenes = file_extractor(folder_name)		scenes = file_extractor("averaged_images(11)")
	images = image_extractor(scenes)		images = image_extractor(scenes)
	list_dic = np.load("first_dic.npy", allow_pickle="TRUE")		list_dic = np.load("second_dic.npy", allow_pickle="TRUE")
	bins = [21,32,48]		bins = [21,32,48]
	encoded_string2 = bytes_to_bitstring(read_from_file(images[1][:-5] + "_Compressed.txt"))		print(images)
			encoded_string2 = bytes_to_bitstring(read_from_file(images[0][:-5] + "_Compressed.txt"))
	original_array, error_array = produce_error_array(encoded_string2, list_dic, bins, False)		original_array, error_array = produce_error_array(encoded_string2, list_dic, bins, False)
	adjusted_errors = color_adjust(abs(error_array))		adjusted_errors = color_adjust(abs(error_array))
	original_array_adjusted = color_adjust(original_array)		original_array_adjusted = color_adjust(original_array)
	# print(adjusted_errors)		# print(adjusted_errors)
			print(error_array)
	plt.subplot(121)		plt.subplot(121)
	plt.imshow(original_array_adjusted,cmap='gray',vmin = 0, vmax=255)		plt.imshow(original_array_adjusted,cmap='gray',vmin = 0, vmax=255)
	plt.subplot(122)		plt.subplot(122)
	plt.imshow(adjusted_errors,cmap = 'gray', vmin = 0, vmax=255)		plt.imshow(adjusted_errors,cmap = 'gray', vmin = 0, vmax=255)




			# encoded_string2 = bytes_to_bitstring(read_from_file(images[1][:-5] + "_Compressed.txt"))
			# original_array, error_array = produce_error_array(encoded_string2, list_dic, bins, False)
			# adjusted_errors = color_adjust(abs(error_array))
			# original_array_adjusted = color_adjust(original_array)
			# plt.subplot(133)
			# plt.imshow(adjusted_errors,cmap = 'gray', vmin = 0, vmax=255)



	plt.show()		plt.show()
			No newline at end of file

FullTester.ipynb

+282 −1

Original line number	Original line	Diff line number	Diff line
	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	from WorkingPyDemo import *		from WorkingPyDemo import *
	from time import time		from time import time
	from scipy import misc		from scipy import misc
	import imageio		import imageio
	import png		import png
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	scenes = file_extractor(folder_name)		scenes = file_extractor(folder_name)
	images = image_extractor(scenes)		images = image_extractor(scenes)
	print(len(images))		print(len(images))
	newnamesforlater = []		newnamesforlater = []
	file_sizes_new = []		file_sizes_new = []
	file_sizes_old = []		file_sizes_old = []
	list_dic = np.load("first_dic.npy", allow_pickle="TRUE")		list_dic = np.load("first_dic.npy", allow_pickle="TRUE")
	bins = [21,32,48]		bins = [21,32,48]
	for i in range(len(images)):		for i in range(len(images)):

	if images[i][-5:] == ".tiff":		if images[i][-5:] == ".tiff":
	newname = images[i][:-5]		newname = images[i][:-5]
	else:		else:
	newname = images[i][:-4]		newname = images[i][:-4]
	if images[i][-18:] != "Compressedlzw.tiff":		if images[i][-18:] != "Compressedlzw.tiff":
	newnamesforlater.append(newname + "_Compressed.txt")		newnamesforlater.append(newname + "_Compressed.txt")
	# with open(newname + "_Compressed.txt", 'wb') as f:		# with open(newname + "_Compressed.txt", 'wb') as f:
	# f.write(inletters)		# f.write(inletters)
	file_sizes_new.append((os.path.getsize(newname + "_Compressed.txt")))		file_sizes_new.append((os.path.getsize(newname + "_Compressed.txt")))
	file_sizes_old.append((os.path.getsize(newname + "RemovedFirstLine" + ".tif")))		file_sizes_old.append((os.path.getsize(newname + "RemovedFirstLine" + ".tif")))
	file_sizes_new.append(os.path.getsize("first_dic.npy"))		file_sizes_new.append(os.path.getsize("first_dic.npy"))
	print(len(newnamesforlater))		print(len(newnamesforlater))
	print(np.sum(file_sizes_new)/np.sum(file_sizes_old))		print(np.sum(file_sizes_new)/np.sum(file_sizes_old))
	```		```

	%% Output		%% Output

	264		264
	263		263
	0.40415934529931374		0.40415934529931374

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	for i, filename in enumerate(images):		for i, filename in enumerate(images):
	newimage = Image.open(filename)		newimage = Image.open(filename)
	newimage = np.array(newimage)		newimage = np.array(newimage)
	newimage = newimage[1:]		newimage = newimage[1:]
	newimage = Image.fromarray(newimage)		newimage = Image.fromarray(newimage)
	newimage.save(filename[:-5]+ "RemovedFirstLine" + ".tif")		newimage.save(filename[:-5]+ "RemovedFirstLine" + ".tif")
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print(file_sizes_new[214]/file_sizes_old[214])		print(file_sizes_new[214]/file_sizes_old[214])
	print(np.max(file_sizes_new)/file_sizes_old[125])		print(np.max(file_sizes_new)/file_sizes_old[125])
	print((np.sum([file_sizes_new[0:16]]))/np.sum(file_sizes_old[0:16]))		print((np.sum([file_sizes_new[0:16]]))/np.sum(file_sizes_old[0:16]))
	print((np.sum([file_sizes_new[0:16]]) + file_sizes_new[-1])/np.sum(file_sizes_old[0:16]))		print((np.sum([file_sizes_new[0:16]]) + file_sizes_new[-1])/np.sum(file_sizes_old[0:16]))
	print(np.sum(file_sizes_new)/np.sum(file_sizes_old))		print(np.sum(file_sizes_new)/np.sum(file_sizes_old))
	print(np.sum(file_sizes_new[:-1])/np.sum(file_sizes_old))		print(np.sum(file_sizes_new[:-1])/np.sum(file_sizes_old))
	print((np.sum([file_sizes_new[0]]))/np.sum(file_sizes_old[0]))		print((np.sum([file_sizes_new[0]]))/np.sum(file_sizes_old[0]))
	print((np.sum([file_sizes_new[0]])+ file_sizes_new[-1])/np.sum(file_sizes_old[0]))		print((np.sum([file_sizes_new[0]])+ file_sizes_new[-1])/np.sum(file_sizes_old[0]))
	```		```

	%% Output		%% Output

	0.3767853274384346		0.3767853274384346
	0.4979190885485795		0.4979190885485795
	0.3972905625173536		0.3972905625173536
	0.41933998568991976		0.41933998568991976
	0.40415934529931374		0.40415934529931374
	0.4028230157727312		0.4028230157727312
	0.39809636267662574		0.39809636267662574
	0.750887133437684		0.750887133437684

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	pngsizes = []		pngsizes = []
	for i, filename in enumerate(images):		for i, filename in enumerate(images):
	newimage = Image.open(filename)		newimage = Image.open(filename)
	newimage = np.array(newimage)		newimage = np.array(newimage)
	newimage = newimage[1:]		newimage = newimage[1:]
	with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:		with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:
	writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)		writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)
	writer.write(f, newimage)		writer.write(f, newimage)
	pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))		pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))
	print(np.sum(pngsizes)/np.sum(file_sizes_old))		print(np.sum(pngsizes)/np.sum(file_sizes_old))
	```		```

	%% Output		%% Output

	---------------------------------------------------------------------------		---------------------------------------------------------------------------
	error Traceback (most recent call last)		error Traceback (most recent call last)
	/home/bryce/git/master/FullTester.ipynb Cell 5' in <cell line: 2>()		/home/bryce/git/master/FullTester.ipynb Cell 5' in <cell line: 2>()
	<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=5'>6</a> with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:		<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=5'>6</a> with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:
	<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=6'>7</a> writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)		<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=6'>7</a> writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)
	----> <a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=7'>8</a> writer.write(f, newimage)		----> <a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=7'>8</a> writer.write(f, newimage)
	<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=8'>9</a> pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))		<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=8'>9</a> pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))
	<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=9'>10</a> print(np.sum(pngsizes)/np.sum(file_sizes_old))		<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000004?line=9'>10</a> print(np.sum(pngsizes)/np.sum(file_sizes_old))
	File ~/.local/lib/python3.8/site-packages/png.py:668, in Writer.write(self, outfile, rows)		File ~/.local/lib/python3.8/site-packages/png.py:668, in Writer.write(self, outfile, rows)
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=664'>665</a> a = array(fmt, itertools.chain(*check_rows(rows)))		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=664'>665</a> a = array(fmt, itertools.chain(*check_rows(rows)))
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=665'>666</a> return self.write_array(outfile, a)		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=665'>666</a> return self.write_array(outfile, a)
	--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=667'>668</a> nrows = self.write_passes(outfile, check_rows(rows))		--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=667'>668</a> nrows = self.write_passes(outfile, check_rows(rows))
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=668'>669</a> if nrows != self.height:		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=668'>669</a> if nrows != self.height:
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=669'>670</a> raise ProtocolError(		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=669'>670</a> raise ProtocolError(
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=670'>671</a> "rows supplied (%d) does not match height (%d)" %		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=670'>671</a> "rows supplied (%d) does not match height (%d)" %
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=671'>672</a> (nrows, self.height))		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=671'>672</a> (nrows, self.height))
	File ~/.local/lib/python3.8/site-packages/png.py:703, in Writer.write_passes(self, outfile, rows)		File ~/.local/lib/python3.8/site-packages/png.py:703, in Writer.write_passes(self, outfile, rows)
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=699'>700</a> elif self.bitdepth == 16:		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=699'>700</a> elif self.bitdepth == 16:
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=700'>701</a> rows = unpack_rows(rows)		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=700'>701</a> rows = unpack_rows(rows)
	--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=702'>703</a> return self.write_packed(outfile, rows)		--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=702'>703</a> return self.write_packed(outfile, rows)
	File ~/.local/lib/python3.8/site-packages/png.py:738, in Writer.write_packed(self, outfile, rows)		File ~/.local/lib/python3.8/site-packages/png.py:738, in Writer.write_packed(self, outfile, rows)
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=734'>735</a> # raise i scope out of the for loop. set to -1, because the for loop		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=734'>735</a> # raise i scope out of the for loop. set to -1, because the for loop
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=735'>736</a> # sets i to 0 on the first pass		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=735'>736</a> # sets i to 0 on the first pass
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=736'>737</a> i = -1		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=736'>737</a> i = -1
	--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=737'>738</a> for i, row in enumerate(rows):		--> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=737'>738</a> for i, row in enumerate(rows):
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=738'>739</a> # Add "None" filter type.		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=738'>739</a> # Add "None" filter type.
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=739'>740</a> # Currently, it's essential that this filter type be used		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=739'>740</a> # Currently, it's essential that this filter type be used
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=740'>741</a> # for every scanline as		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=740'>741</a> # for every scanline as
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=741'>742</a> # we do not mark the first row of a reduced pass image;		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=741'>742</a> # we do not mark the first row of a reduced pass image;
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=742'>743</a> # that means we could accidentally compute		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=742'>743</a> # that means we could accidentally compute
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=743'>744</a> # the wrong filtered scanline if we used		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=743'>744</a> # the wrong filtered scanline if we used
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=744'>745</a> # "up", "average", or "paeth" on such a line.		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=744'>745</a> # "up", "average", or "paeth" on such a line.
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=745'>746</a> data.append(0)		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=745'>746</a> data.append(0)
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=746'>747</a> data.extend(row)		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=746'>747</a> data.extend(row)
	File ~/.local/lib/python3.8/site-packages/png.py:1001, in unpack_rows(rows)		File ~/.local/lib/python3.8/site-packages/png.py:1001, in unpack_rows(rows)
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=998'>999</a> for row in rows:		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=998'>999</a> for row in rows:
	<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=999'>1000</a> fmt = '!%dH' % len(row)		<a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=999'>1000</a> fmt = '!%dH' % len(row)
	-> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=1000'>1001</a> yield bytearray(struct.pack(fmt, *row))		-> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/png.py?line=1000'>1001</a> yield bytearray(struct.pack(fmt, *row))
	error: required argument is not an integer		error: required argument is not an integer

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	pngsizes = []		pngsizes = []
	for i in range(19,20):		for i in range(19,20):
	newimage = Image.open(images[i])		newimage = Image.open(images[i])
	print(np.array(newimage))		print(np.array(newimage))
	newimage = (np.array(newimage) - np.min(newimage)).astype(int)		newimage = (np.array(newimage) - np.min(newimage)).astype(int)
	# newimage = newimage[1:]		# newimage = newimage[1:]
	with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:		with open(newnamesforlater[i][:-4] + ".png", 'wb') as f:
	writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)		writer = png.Writer(newimage.shape[1], newimage.shape[0], greyscale=True, bitdepth=16)
	writer.write(f, newimage)		writer.write(f, newimage)
	pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))		pngsizes.append(os.path.getsize(newnamesforlater[i][:-4] + ".png"))
	print(np.sum(pngsizes)/file_sizes_old[19])		print(np.sum(pngsizes)/file_sizes_old[19])
	```		```

	%% Output		%% Output

	[[-190.26562 -177.99805 -177.38672 ... -166.95898 -156.64062 -145.72461]		[[-190.26562 -177.99805 -177.38672 ... -166.95898 -156.64062 -145.72461]
	[-175.46094 -163.56055 -183.07617 ... -169.2207 -167.58789 -154.14062]		[-175.46094 -163.56055 -183.07617 ... -169.2207 -167.58789 -154.14062]
	[-171.45898 -179.1582 -174.68164 ... -173.10547 -157.51758 -156.97461]		[-171.45898 -179.1582 -174.68164 ... -173.10547 -157.51758 -156.97461]
	...		...
	[-143.66992 -127.69531 -143.9043 ... 156.90625 170.79102 165.55469]		[-143.66992 -127.69531 -143.9043 ... 156.90625 170.79102 165.55469]
	[-139.97656 -134.71875 -152.26953 ... 169.49805 158.11914 172.49023]		[-139.97656 -134.71875 -152.26953 ... 169.49805 158.11914 172.49023]
	[-145.33984 -127.59375 -134.07227 ... 182.88672 169.80273 183.32812]]		[-145.33984 -127.59375 -134.07227 ... 182.88672 169.80273 183.32812]]
	0.3016682254469224		0.3016682254469224

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print(os.path.getsize("1626032610_393963_0.xcf")/os.path.getsize("images/1626032610_393963/1626032610_393963_0.tiff"))		print(os.path.getsize("1626032610_393963_0.xcf")/os.path.getsize("images/1626032610_393963/1626032610_393963_0.tiff"))
	```		```

	%% Output		%% Output

	0.5676821409714287		0.5676821409714287

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print(os.path.getsize("1626032610_393963_0.png")/os.path.getsize("images/1626032610_393963/1626032610_393963_0.tiff"))		print(os.path.getsize("1626032610_393963_0.png")/os.path.getsize("images/1626032610_393963/1626032610_393963_0.tiff"))
	```		```

	%% Output		%% Output

	0.4855910784741866		0.4855910784741866

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	for i, filename in enumerate(images):		for i, filename in enumerate(images):
	original = Image.open(filename)		original = Image.open(filename)
	compressed = Image.open(newnamesforlater[i][:-4] + ".png")		compressed = Image.open(newnamesforlater[i][:-4] + ".png")
	original = np.array(original)[1:]		original = np.array(original)[1:]
	compressed = np.array(compressed)		compressed = np.array(compressed)
	if not np.allclose(original, compressed):		if not np.allclose(original, compressed):
	print(i)		print(i)
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print((np.sum(pngsizes))/np.sum(file_sizes_old))		print((np.sum(pngsizes))/np.sum(file_sizes_old))
	print((np.sum(pngsizes) - np.sum(file_sizes_new))/np.sum(pngsizes))		print((np.sum(pngsizes) - np.sum(file_sizes_new))/np.sum(pngsizes))
	```		```

	%% Output		%% Output

	0.6120739575336334		0.6120739575336334
	0.33712836894440124		0.33712836894440124

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	from PIL import TiffTags		from PIL import TiffTags
	TiffTags.LIBTIFF_CORE.add(318)		TiffTags.LIBTIFF_CORE.add(318)
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	lwz_sizes = []		lwz_sizes = []
	for i, filename in enumerate(images):		for i, filename in enumerate(images):
	newimage = Image.open(filename)		newimage = Image.open(filename)
	newimage = np.array(newimage)		newimage = np.array(newimage)
	newimage = newimage[1:]		newimage = newimage[1:]
			print(newimage.dtype)
	newimage = Image.fromarray(newimage)		newimage = Image.fromarray(newimage)
	newimage.save(newnamesforlater[i][:-4]+ "lzw" + ".tiff", compression='tiff_lzw', tiffinfo={317: 2})		newimage.save(newnamesforlater[i][:-4]+ "lzw" + ".tiff", compression='tiff_lzw', tiffinfo={317: 2})

	lwz_sizes.append(os.path.getsize(newnamesforlater[i][:-4]+ "lzw" + ".tiff"))		lwz_sizes.append(os.path.getsize(newnamesforlater[i][:-4]+ "lzw" + ".tiff"))
	print(np.sum(lwz_sizes)/np.sum(file_sizes_old))		print(np.sum(lwz_sizes)/np.sum(file_sizes_old))
	```		```

	%% Output		%% Output

	0.6193594010686757		>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			float32
			>u2
			float32
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2
			>u2

			---------------------------------------------------------------------------
			KeyboardInterrupt Traceback (most recent call last)
			/home/bryce/git/master/FullTester.ipynb Cell 13' in <cell line: 2>()
			<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000011?line=5'>6</a> print(newimage.dtype)
			<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000011?line=6'>7</a> newimage = Image.fromarray(newimage)
			----> <a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000011?line=7'>8</a> newimage.save(newnamesforlater[i][:-4]+ "lzw" + ".tiff", compression='tiff_lzw', tiffinfo={317: 2})
			<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000011?line=9'>10</a> lwz_sizes.append(os.path.getsize(newnamesforlater[i][:-4]+ "lzw" + ".tiff"))
			<a href='vscode-notebook-cell:/home/bryce/git/master/FullTester.ipynb#ch0000011?line=10'>11</a> print(np.sum(lwz_sizes)/np.sum(file_sizes_old))
			File ~/.local/lib/python3.8/site-packages/PIL/Image.py:2300, in Image.save(self, fp, format, **params)
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/Image.py?line=2296'>2297</a> fp = builtins.open(filename, "w+b")
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/Image.py?line=2298'>2299</a> try:
			-> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/Image.py?line=2299'>2300</a> save_handler(self, fp, filename)
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/Image.py?line=2300'>2301</a> except Exception:
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/Image.py?line=2301'>2302</a> if open_fp:
			File ~/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py:1814, in _save(im, fp, filename)
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1810'>1811</a> e.setimage(im.im, (0, 0) + im.size)
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1811'>1812</a> while True:
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1812'>1813</a> # undone, change to self.decodermaxblock:
			-> <a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1813'>1814</a> l, s, d = e.encode(16 * 1024)
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1814'>1815</a> if not _fp:
			<a href='file:///home/bryce/.local/lib/python3.8/site-packages/PIL/TiffImagePlugin.py?line=1815'>1816</a> fp.write(d)
			KeyboardInterrupt:

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	lwz_sizes = []		lwz_sizes = []
	for i in range(19,20):		for i in range(19,20):
	print(images[i])		print(images[i])
	newimage = Image.open(images[i])		newimage = Image.open(images[i])
	newimage = np.array(newimage)		newimage = np.array(newimage)
	newimage = newimage[1:]		newimage = newimage[1:]
	newimage = Image.fromarray(newimage)		newimage = Image.fromarray(newimage)
	newimage.save(newnamesforlater[i][:-4]+ "lzw" + ".tiff", compression='tiff_lzw', tiffinfo={317: 2})		newimage.save(newnamesforlater[i][:-4]+ "lzw" + ".tiff", compression='tiff_lzw', tiffinfo={317: 2})

	lwz_sizes.append(os.path.getsize(newnamesforlater[i][:-4]+ "lzw" + ".tiff"))		lwz_sizes.append(os.path.getsize(newnamesforlater[i][:-4]+ "lzw" + ".tiff"))
	print(np.sum(lwz_sizes)/np.sum(file_sizes_old))		print(np.sum(lwz_sizes)/np.sum(file_sizes_old))
	```		```

	%% Output		%% Output

	images/1626032610_393963/NoInterference.tiff		images/1626032610_393963/NoInterference.tiff
	0.005975943965048414		0.005975943965048414

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print(np.sum(lwz_sizes)/file_sizes_old[19])		print(np.sum(lwz_sizes)/file_sizes_old[19])
	```		```

	%% Output		%% Output

	0.7888902959444759		0.7888902959444759

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print((np.sum(lwz_sizes) - np.sum(file_sizes_new))/np.sum(lwz_sizes))		print((np.sum(lwz_sizes) - np.sum(file_sizes_new))/np.sum(lwz_sizes))
	```		```

	%% Output		%% Output

	0.34492564114323154		0.34492564114323154

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	print(len(images))		print(len(images))
	for i, item in enumerate(images):		for i, item in enumerate(images):
	# print(item[-18:])		# print(item[-18:])
	if item[-18:] == "Compressedlzw.tiff":		if item[-18:] == "Compressedlzw.tiff":
	os.remove(item)		os.remove(item)
	scenes = file_extractor(folder_name)		scenes = file_extractor(folder_name)
	images = image_extractor(scenes)		images = image_extractor(scenes)
	print(len(images))		print(len(images))
	```		```

	%% Output		%% Output

	263		263
	263		263

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	def all_image_extractor(scenes):		def all_image_extractor(scenes):
	"""		"""
	This function gives the list of all of the valid images		This function gives the list of all of the valid images
	Parameters:		Parameters:
	scenes (list): a list of all the files in the directory		scenes (list): a list of all the files in the directory
	Returns:		Returns:
	images (list): a list of all the images in the directory		images (list): a list of all the images in the directory
	"""		"""
	image_folder = []		image_folder = []
	for scene in scenes:		for scene in scenes:
	files = os.listdir(scene)		files = os.listdir(scene)
	for file in files:		for file in files:
	if file[-7:] == "_6.tiff":		if file[-7:] == "_6.tiff":
	continue		continue
	else:		else:
	image_folder.append(os.path.join(scene, file))		image_folder.append(os.path.join(scene, file))
	return image_folder #returns a list of file paths to .tiff files in the specified directory given in file_extractor		return image_folder #returns a list of file paths to .tiff files in the specified directory given in file_extractor
	```		```

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	all_files = all_image_extractor(scenes)		all_files = all_image_extractor(scenes)
	print(len(all_files))		print(len(all_files))
	for i, item in enumerate(all_files):		for i, item in enumerate(all_files):
	# print(item[-18:])		# print(item[-18:])
	print(item[-21:])		print(item[-21:])
	if item[-21:] == "RemovedFirstLine.tiff":		if item[-21:] == "RemovedFirstLine.tiff":
	os.remove(item)		os.remove(item)
	scenes = file_extractor(folder_name)		scenes = file_extractor(folder_name)
	all_files = all_image_extractor(scenes)		all_files = all_image_extractor(scenes)
	print(len(all_files))		print(len(all_files))
	```		```

	%% Output		%% Output

	1442		1442
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	7803_3_Compressed.png		7803_3_Compressed.png
	7803_5_Compressed.png		7803_5_Compressed.png
	7803_1_Compressed.png		7803_1_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	803_14_Compressed.png		803_14_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	7803_8_Compressed.txt		7803_8_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	033496_437803_11.tiff		033496_437803_11.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	7803_8_Compressed.png		7803_8_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	033496_437803_13.tiff		033496_437803_13.tiff
	6033496_437803_18.jp4		6033496_437803_18.jp4
	7803_4_Compressed.txt		7803_4_Compressed.txt
	7803_3_Compressed.txt		7803_3_Compressed.txt
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	803_10_Compressed.png		803_10_Compressed.png
	803_15_Compressed.txt		803_15_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	7803_7_Compressed.png		7803_7_Compressed.png
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	803_13_Compressed.txt		803_13_Compressed.txt
	7803_9_Compressed.png		7803_9_Compressed.png
	033496_437803_15.tiff		033496_437803_15.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	803_13_Compressed.png		803_13_Compressed.png
	6033496_437803_19.jp4		6033496_437803_19.jp4
	7803_1_Compressed.txt		7803_1_Compressed.txt
	7803_2_Compressed.txt		7803_2_Compressed.txt
	7803_5_Compressed.txt		7803_5_Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	803_12_Compressed.txt		803_12_Compressed.txt
	033496_437803_12.tiff		033496_437803_12.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	803_11_Compressed.png		803_11_Compressed.png
	6033496_437803_2.tiff		6033496_437803_2.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	803_12_Compressed.png		803_12_Compressed.png
	803_14_Compressed.txt		803_14_Compressed.txt
	7803_0_Compressed.png		7803_0_Compressed.png
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	6033496_437803_17.jp4		6033496_437803_17.jp4
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	7803_7_Compressed.txt		7803_7_Compressed.txt
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	6033496_437803_1.tiff		6033496_437803_1.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	7803_4_Compressed.png		7803_4_Compressed.png
	7803_2_Compressed.png		7803_2_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	033496_437803_14.tiff		033496_437803_14.tiff
	7803_0_Compressed.txt		7803_0_Compressed.txt
	6033496_437803_16.jp4		6033496_437803_16.jp4
	6033496_437803_4.tiff		6033496_437803_4.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	6033496_437803_8.tiff		6033496_437803_8.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	6033496_437803_9.tiff		6033496_437803_9.tiff
	033496_437803_10.tiff		033496_437803_10.tiff
	803_11_Compressed.txt		803_11_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	7803_9_Compressed.txt		7803_9_Compressed.txt
	803_15_Compressed.png		803_15_Compressed.png
	6033496_437803_3.tiff		6033496_437803_3.tiff
	803_10_Compressed.txt		803_10_Compressed.txt
	6033496_437803_7.tiff		6033496_437803_7.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	6033496_437803_5.tiff		6033496_437803_5.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	6033496_437803_0.tiff		6033496_437803_0.tiff
	963_13_Compressed.png		963_13_Compressed.png
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	032610_393963_11.tiff		032610_393963_11.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	032610_393963_12.tiff		032610_393963_12.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	3963_4_Compressed.txt		3963_4_Compressed.txt
	3963_4_Compressed.png		3963_4_Compressed.png
	3963_5_Compressed.txt		3963_5_Compressed.txt
	3963_1_Compressed.txt		3963_1_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	6032610_393963_0.tiff		6032610_393963_0.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	3963_7_Compressed.txt		3963_7_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	3963_8_Compressed.txt		3963_8_Compressed.txt
	963_14_Compressed.png		963_14_Compressed.png
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	6032610_393963_8.tiff		6032610_393963_8.tiff
	3963_9_Compressed.png		3963_9_Compressed.png
	963_15_Compressed.png		963_15_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	3963_2_Compressed.png		3963_2_Compressed.png
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	963_12_Compressed.png		963_12_Compressed.png
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	3963_7_Compressed.png		3963_7_Compressed.png
	963_10_Compressed.png		963_10_Compressed.png
	963_15_Compressed.txt		963_15_Compressed.txt
	3963_0_Compressed.txt		3963_0_Compressed.txt
	3/NoInterference.tiff		3/NoInterference.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	6032610_393963_9.tiff		6032610_393963_9.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	963_13_Compressed.txt		963_13_Compressed.txt
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	963_14_Compressed.txt		963_14_Compressed.txt
	032610_393963_13.tiff		032610_393963_13.tiff
	3963_5_Compressed.png		3963_5_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	963_11_Compressed.txt		963_11_Compressed.txt
	3963_1_Compressed.png		3963_1_Compressed.png
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	032610_393963_15.tiff		032610_393963_15.tiff
	3963_9_Compressed.txt		3963_9_Compressed.txt
	963_10_Compressed.txt		963_10_Compressed.txt
	6032610_393963_2.tiff		6032610_393963_2.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	6032610_393963_3.tiff		6032610_393963_3.tiff
	963_11_Compressed.png		963_11_Compressed.png
	3963_2_Compressed.txt		3963_2_Compressed.txt
	3963_8_Compressed.png		3963_8_Compressed.png
	3963_3_Compressed.txt		3963_3_Compressed.txt
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	3963_3_Compressed.png		3963_3_Compressed.png
	6032610_393963_7.tiff		6032610_393963_7.tiff
	032610_393963_14.tiff		032610_393963_14.tiff
	963_12_Compressed.txt		963_12_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	eRemovedFirstLine.tif		eRemovedFirstLine.tif
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	6032610_393963_5.tiff		6032610_393963_5.tiff
	6032610_393963_4.tiff		6032610_393963_4.tiff
	032610_393963_10.tiff		032610_393963_10.tiff
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	6032610_393963_1.tiff		6032610_393963_1.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	3963_0_Compressed.png		3963_0_Compressed.png
	477_11_Compressed.png		477_11_Compressed.png
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	6477_1_Compressed.png		6477_1_Compressed.png
	0843156_796477_1.tiff		0843156_796477_1.tiff
	0843156_796477_2.tiff		0843156_796477_2.tiff
	6477_2_Compressed.txt		6477_2_Compressed.txt
	0843156_796477_8.tiff		0843156_796477_8.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	0843156_796477_7.tiff		0843156_796477_7.tiff
	0843156_796477_4.tiff		0843156_796477_4.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	6477_4_Compressed.png		6477_4_Compressed.png
	6477_9_Compressed.txt		6477_9_Compressed.txt
	477_10_Compressed.png		477_10_Compressed.png
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	477_12_Compressed.txt		477_12_Compressed.txt
	6477_2_Compressed.png		6477_2_Compressed.png
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	843156_796477_12.tiff		843156_796477_12.tiff
	6477_8_Compressed.png		6477_8_Compressed.png
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	843156_796477_13.tiff		843156_796477_13.tiff
	477_14_Compressed.png		477_14_Compressed.png
	6477_7_Compressed.png		6477_7_Compressed.png
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	477_15_Compressed.txt		477_15_Compressed.txt
	0843156_796477_3.tiff		0843156_796477_3.tiff
	843156_796477_11.tiff		843156_796477_11.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	843156_796477_10.tiff		843156_796477_10.tiff
	0843156_796477_5.tiff		0843156_796477_5.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	6477_8_Compressed.txt		6477_8_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	0843156_796477_9.tiff		0843156_796477_9.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	843156_796477_14.tiff		843156_796477_14.tiff
	477_13_Compressed.png		477_13_Compressed.png
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	6477_3_Compressed.txt		6477_3_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	477_15_Compressed.png		477_15_Compressed.png
	6477_5_Compressed.png		6477_5_Compressed.png
	843156_796477_15.tiff		843156_796477_15.tiff
	477_11_Compressed.txt		477_11_Compressed.txt
	6477_9_Compressed.png		6477_9_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	6477_0_Compressed.txt		6477_0_Compressed.txt
	6477_0_Compressed.png		6477_0_Compressed.png
	477_12_Compressed.png		477_12_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	477_10_Compressed.txt		477_10_Compressed.txt
	477_13_Compressed.txt		477_13_Compressed.txt
	477_14_Compressed.txt		477_14_Compressed.txt
	6477_3_Compressed.png		6477_3_Compressed.png
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	6477_4_Compressed.txt		6477_4_Compressed.txt
	6477_7_Compressed.txt		6477_7_Compressed.txt
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	0843156_796477_0.tiff		0843156_796477_0.tiff
	6477_5_Compressed.txt		6477_5_Compressed.txt
	6477_1_Compressed.txt		6477_1_Compressed.txt
	083_14_Compressed.png		083_14_Compressed.png
	083_10_Compressed.txt		083_10_Compressed.txt
	083_9._Compressed.txt		083_9._Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	6033067_752083_7.tiff		6033067_752083_7.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	083_11_Compressed.txt		083_11_Compressed.txt
	033067_752083_10.tiff		033067_752083_10.tiff
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	6033067_752083_3.tiff		6033067_752083_3.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	2083_2_Compressed.txt		2083_2_Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	083_14_Compressed.txt		083_14_Compressed.txt
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	033067_752083_14.tiff		033067_752083_14.tiff
	2083_4_Compressed.txt		2083_4_Compressed.txt
	2083_7_Compressed.txt		2083_7_Compressed.txt
	83_14._Compressed.txt		83_14._Compressed.txt
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	83_12._Compressed.txt		83_12._Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	6033067_752083_19.jp4		6033067_752083_19.jp4
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	83_10._Compressed.txt		83_10._Compressed.txt
	083_4._Compressed.txt		083_4._Compressed.txt
	83_11._Compressed.txt		83_11._Compressed.txt
	083_7._Compressed.txt		083_7._Compressed.txt
	2083_0_Compressed.txt		2083_0_Compressed.txt
	083_1._Compressed.txt		083_1._Compressed.txt
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	6033067_752083_16.jp4		6033067_752083_16.jp4
	033067_752083_12.tiff		033067_752083_12.tiff
	2083_2_Compressed.png		2083_2_Compressed.png
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	083_15_Compressed.txt		083_15_Compressed.txt
	083_13_Compressed.png		083_13_Compressed.png
	2083_3_Compressed.txt		2083_3_Compressed.txt
	083_12_Compressed.png		083_12_Compressed.png
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	083_13_Compressed.txt		083_13_Compressed.txt
	2083_5_Compressed.txt		2083_5_Compressed.txt
	2083_1_Compressed.txt		2083_1_Compressed.txt
	2083_0_Compressed.png		2083_0_Compressed.png
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	2083_8_Compressed.png		2083_8_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	2083_3_Compressed.png		2083_3_Compressed.png
	6033067_752083_1.tiff		6033067_752083_1.tiff
	2083_9_Compressed.txt		2083_9_Compressed.txt
	2083_5_Compressed.png		2083_5_Compressed.png
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	083_8._Compressed.txt		083_8._Compressed.txt
	083_2._Compressed.txt		083_2._Compressed.txt
	6033067_752083_5.tiff		6033067_752083_5.tiff
	2083_9_Compressed.png		2083_9_Compressed.png
	83_13._Compressed.txt		83_13._Compressed.txt
	6033067_752083_17.jp4		6033067_752083_17.jp4
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	033067_752083_15.tiff		033067_752083_15.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	083_0._Compressed.txt		083_0._Compressed.txt
	083_3._Compressed.txt		083_3._Compressed.txt
	2083_8_Compressed.txt		2083_8_Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	6033067_752083_2.tiff		6033067_752083_2.tiff
	6033067_752083_4.tiff		6033067_752083_4.tiff
	033067_752083_13.tiff		033067_752083_13.tiff
	83_15._Compressed.txt		83_15._Compressed.txt
	083_12_Compressed.txt		083_12_Compressed.txt
	6033067_752083_8.tiff		6033067_752083_8.tiff
	6033067_752083_0.tiff		6033067_752083_0.tiff
	2083_1_Compressed.png		2083_1_Compressed.png
	6033067_752083_9.tiff		6033067_752083_9.tiff
	033067_752083_11.tiff		033067_752083_11.tiff
	083_10_Compressed.png		083_10_Compressed.png
	2083_4_Compressed.png		2083_4_Compressed.png
	083_11_Compressed.png		083_11_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	6033067_752083_18.jp4		6033067_752083_18.jp4
	083_15_Compressed.png		083_15_Compressed.png
	2083_7_Compressed.png		2083_7_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	083_5._Compressed.txt		083_5._Compressed.txt
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	773_11_Compressed.txt		773_11_Compressed.txt
	9773_8_Compressed.png		9773_8_Compressed.png
	033289_579773_11.tiff		033289_579773_11.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	73_13._Compressed.txt		73_13._Compressed.txt
	6033289_579773_8.tiff		6033289_579773_8.tiff
	773_1._Compressed.txt		773_1._Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	773_11_Compressed.png		773_11_Compressed.png
	6033289_579773_2.tiff		6033289_579773_2.tiff
	73_10._Compressed.txt		73_10._Compressed.txt
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	033289_579773_10.tiff		033289_579773_10.tiff
	773_15_Compressed.txt		773_15_Compressed.txt
	9773_7_Compressed.png		9773_7_Compressed.png
	73_12._Compressed.txt		73_12._Compressed.txt
	773_4._Compressed.txt		773_4._Compressed.txt
	6033289_579773_3.tiff		6033289_579773_3.tiff
	773_2._Compressed.txt		773_2._Compressed.txt
	6033289_579773_7.tiff		6033289_579773_7.tiff
	6033289_579773_9.tiff		6033289_579773_9.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	9773_5_Compressed.png		9773_5_Compressed.png
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	773_8._Compressed.txt		773_8._Compressed.txt
	033289_579773_15.tiff		033289_579773_15.tiff
	773_13_Compressed.txt		773_13_Compressed.txt
	773_12_Compressed.txt		773_12_Compressed.txt
	9773_8_Compressed.txt		9773_8_Compressed.txt
	9773_0_Compressed.txt		9773_0_Compressed.txt
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	6033289_579773_5.tiff		6033289_579773_5.tiff
	773_14_Compressed.txt		773_14_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	773_9._Compressed.txt		773_9._Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	73_11._Compressed.txt		73_11._Compressed.txt
	9773_4_Compressed.png		9773_4_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	033289_579773_12.tiff		033289_579773_12.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	033289_579773_13.tiff		033289_579773_13.tiff
	9773_9_Compressed.png		9773_9_Compressed.png
	033289_579773_14.tiff		033289_579773_14.tiff
	773_12_Compressed.png		773_12_Compressed.png
	773_15_Compressed.png		773_15_Compressed.png
	9773_2_Compressed.txt		9773_2_Compressed.txt
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	6033289_579773_0.tiff		6033289_579773_0.tiff
	9773_9_Compressed.txt		9773_9_Compressed.txt
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	773_3._Compressed.txt		773_3._Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	773_10_Compressed.png		773_10_Compressed.png
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	773_14_Compressed.png		773_14_Compressed.png
	9773_7_Compressed.txt		9773_7_Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	9773_3_Compressed.txt		9773_3_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	773_5._Compressed.txt		773_5._Compressed.txt
	6033289_579773_1.tiff		6033289_579773_1.tiff
	773_10_Compressed.txt		773_10_Compressed.txt
	9773_0_Compressed.png		9773_0_Compressed.png
	9773_1_Compressed.txt		9773_1_Compressed.txt
	6033289_579773_4.tiff		6033289_579773_4.tiff
	9773_1_Compressed.png		9773_1_Compressed.png
	73_14._Compressed.txt		73_14._Compressed.txt
	9773_4_Compressed.txt		9773_4_Compressed.txt
	773_0._Compressed.txt		773_0._Compressed.txt
	773_7._Compressed.txt		773_7._Compressed.txt
	9773_2_Compressed.png		9773_2_Compressed.png
	9773_3_Compressed.png		9773_3_Compressed.png
	773_13_Compressed.png		773_13_Compressed.png
	73_15._Compressed.txt		73_15._Compressed.txt
	9773_5_Compressed.txt		9773_5_Compressed.txt
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	0843156_829817_3.tiff		0843156_829817_3.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	817_10_Compressed.png		817_10_Compressed.png
	9817_9_Compressed.png		9817_9_Compressed.png
	817_14_Compressed.txt		817_14_Compressed.txt
	9817_3_Compressed.png		9817_3_Compressed.png
	9817_2_Compressed.png		9817_2_Compressed.png
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	817_11_Compressed.txt		817_11_Compressed.txt
	0843156_829817_5.tiff		0843156_829817_5.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	817_15_Compressed.txt		817_15_Compressed.txt
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	9817_2_Compressed.txt		9817_2_Compressed.txt
	9817_9_Compressed.txt		9817_9_Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	0843156_829817_0.tiff		0843156_829817_0.tiff
	9817_4_Compressed.png		9817_4_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	0843156_829817_7.tiff		0843156_829817_7.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	843156_829817_10.tiff		843156_829817_10.tiff
	817_12_Compressed.txt		817_12_Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	9817_8_Compressed.txt		9817_8_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	9817_0_Compressed.png		9817_0_Compressed.png
	843156_829817_15.tiff		843156_829817_15.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	9817_8_Compressed.png		9817_8_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	9817_1_Compressed.png		9817_1_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	817_12_Compressed.png		817_12_Compressed.png
	843156_829817_12.tiff		843156_829817_12.tiff
	817_10_Compressed.txt		817_10_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	0843156_829817_1.tiff		0843156_829817_1.tiff
	0843156_829817_2.tiff		0843156_829817_2.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	817_11_Compressed.png		817_11_Compressed.png
	0843156_829817_4.tiff		0843156_829817_4.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	817_13_Compressed.txt		817_13_Compressed.txt
	0843156_829817_8.tiff		0843156_829817_8.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	9817_3_Compressed.txt		9817_3_Compressed.txt
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	9817_7_Compressed.png		9817_7_Compressed.png
	9817_7_Compressed.txt		9817_7_Compressed.txt
	9817_4_Compressed.txt		9817_4_Compressed.txt
	843156_829817_13.tiff		843156_829817_13.tiff
	9817_1_Compressed.txt		9817_1_Compressed.txt
	9817_5_Compressed.txt		9817_5_Compressed.txt
	843156_829817_11.tiff		843156_829817_11.tiff
	9817_0_Compressed.txt		9817_0_Compressed.txt
	817_13_Compressed.png		817_13_Compressed.png
	0843156_829817_9.tiff		0843156_829817_9.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	817_14_Compressed.png		817_14_Compressed.png
	817_15_Compressed.png		817_15_Compressed.png
	9817_5_Compressed.png		9817_5_Compressed.png
	0843156_829817_16.jp4		0843156_829817_16.jp4
	843156_829817_14.tiff		843156_829817_14.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	147_12_Compressed.png		147_12_Compressed.png
	3147_9_Compressed.png		3147_9_Compressed.png
	3147_8_Compressed.txt		3147_8_Compressed.txt
	843156_813147_12.tiff		843156_813147_12.tiff
	147_13_Compressed.png		147_13_Compressed.png
	3147_1_Compressed.png		3147_1_Compressed.png
	0843156_813147_0.tiff		0843156_813147_0.tiff
	0843156_813147_9.tiff		0843156_813147_9.tiff
	147_12_Compressed.txt		147_12_Compressed.txt
	3147_8_Compressed.png		3147_8_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	3147_3_Compressed.png		3147_3_Compressed.png
	843156_813147_11.tiff		843156_813147_11.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	3147_2_Compressed.png		3147_2_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	3147_3_Compressed.txt		3147_3_Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	3147_4_Compressed.png		3147_4_Compressed.png
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	147_14_Compressed.txt		147_14_Compressed.txt
	3147_2_Compressed.txt		3147_2_Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	3147_9_Compressed.txt		3147_9_Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	3147_0_Compressed.png		3147_0_Compressed.png
	3147_4_Compressed.txt		3147_4_Compressed.txt
	147_10_Compressed.png		147_10_Compressed.png
	147_15_Compressed.txt		147_15_Compressed.txt
	147_10_Compressed.txt		147_10_Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	0843156_813147_5.tiff		0843156_813147_5.tiff
	843156_813147_13.tiff		843156_813147_13.tiff
	0843156_813147_1.tiff		0843156_813147_1.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	3147_5_Compressed.txt		3147_5_Compressed.txt
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	0843156_813147_4.tiff		0843156_813147_4.tiff
	3147_5_Compressed.png		3147_5_Compressed.png
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	3147_7_Compressed.txt		3147_7_Compressed.txt
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	3147_7_Compressed.png		3147_7_Compressed.png
	0843156_813147_3.tiff		0843156_813147_3.tiff
	0843156_813147_8.tiff		0843156_813147_8.tiff
	3147_1_Compressed.txt		3147_1_Compressed.txt
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	843156_813147_14.tiff		843156_813147_14.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	147_11_Compressed.txt		147_11_Compressed.txt
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	147_14_Compressed.png		147_14_Compressed.png
	147_11_Compressed.png		147_11_Compressed.png
	147_15_Compressed.png		147_15_Compressed.png
	147_13_Compressed.txt		147_13_Compressed.txt
	843156_813147_15.tiff		843156_813147_15.tiff
	843156_813147_10.tiff		843156_813147_10.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	0843156_813147_2.tiff		0843156_813147_2.tiff
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	3147_0_Compressed.txt		3147_0_Compressed.txt
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	0843156_813147_7.tiff		0843156_813147_7.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	4943_0_Compressed.png		4943_0_Compressed.png
	6032832_004943_8.tiff		6032832_004943_8.tiff
	4943_4_Compressed.png		4943_4_Compressed.png
	6032832_004943_18.jp4		6032832_004943_18.jp4
	943_5._Compressed.txt		943_5._Compressed.txt
	6032832_004943_16.jp4		6032832_004943_16.jp4
	4943_9_Compressed.txt		4943_9_Compressed.txt
	6032832_004943_2.tiff		6032832_004943_2.tiff
	943_4._Compressed.txt		943_4._Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	943_14_Compressed.txt		943_14_Compressed.txt
	943_1._Compressed.txt		943_1._Compressed.txt
	943_14_Compressed.png		943_14_Compressed.png
	943_8._Compressed.txt		943_8._Compressed.txt
	943_13_Compressed.png		943_13_Compressed.png
	43_14._Compressed.txt		43_14._Compressed.txt
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	943_10_Compressed.png		943_10_Compressed.png
	943_12_Compressed.png		943_12_Compressed.png
	4943_1_Compressed.png		4943_1_Compressed.png
	4943_8_Compressed.txt		4943_8_Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	4943_3_Compressed.txt		4943_3_Compressed.txt
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	43_12._Compressed.txt		43_12._Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	943_2._Compressed.txt		943_2._Compressed.txt
	6032832_004943_0.tiff		6032832_004943_0.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	43_11._Compressed.txt		43_11._Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	4943_5_Compressed.png		4943_5_Compressed.png
	032832_004943_11.tiff		032832_004943_11.tiff
	4943_9_Compressed.png		4943_9_Compressed.png
	43_10._Compressed.txt		43_10._Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	943_13_Compressed.txt		943_13_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	6032832_004943_7.tiff		6032832_004943_7.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	943_3._Compressed.txt		943_3._Compressed.txt
	6032832_004943_1.tiff		6032832_004943_1.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	032832_004943_15.tiff		032832_004943_15.tiff
	4943_2_Compressed.txt		4943_2_Compressed.txt
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	4943_5_Compressed.txt		4943_5_Compressed.txt
	032832_004943_13.tiff		032832_004943_13.tiff
	943_9._Compressed.txt		943_9._Compressed.txt
	6032832_004943_5.tiff		6032832_004943_5.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	6032832_004943_4.tiff		6032832_004943_4.tiff
	943_12_Compressed.txt		943_12_Compressed.txt
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	032832_004943_12.tiff		032832_004943_12.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	943_0._Compressed.txt		943_0._Compressed.txt
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	43_13._Compressed.txt		43_13._Compressed.txt
	943_10_Compressed.txt		943_10_Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	032832_004943_14.tiff		032832_004943_14.tiff
	4943_4_Compressed.txt		4943_4_Compressed.txt
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	943_15_Compressed.png		943_15_Compressed.png
	4943_0_Compressed.txt		4943_0_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	6032832_004943_19.jp4		6032832_004943_19.jp4
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	4943_3_Compressed.png		4943_3_Compressed.png
	6032832_004943_9.tiff		6032832_004943_9.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	4943_7_Compressed.png		4943_7_Compressed.png
	43_15._Compressed.txt		43_15._Compressed.txt
	6032832_004943_17.jp4		6032832_004943_17.jp4
	943_11_Compressed.txt		943_11_Compressed.txt
	4943_8_Compressed.png		4943_8_Compressed.png
	4943_2_Compressed.png		4943_2_Compressed.png
	4943_7_Compressed.txt		4943_7_Compressed.txt
	943_7._Compressed.txt		943_7._Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	032832_004943_10.tiff		032832_004943_10.tiff
	4943_1_Compressed.txt		4943_1_Compressed.txt
	943_15_Compressed.txt		943_15_Compressed.txt
	6032832_004943_3.tiff		6032832_004943_3.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	943_11_Compressed.png		943_11_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	2096_5_Compressed.txt		2096_5_Compressed.txt
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	8706_4_Compressed.txt		8706_4_Compressed.txt
	5800_9_Compressed.png		5800_9_Compressed.png
	879267_614590_12.tiff		879267_614590_12.tiff
	026_7._Compressed.txt		026_7._Compressed.txt
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	0676_7_Compressed.png		0676_7_Compressed.png
	7877567_057880_8.tiff		7877567_057880_8.tiff
	226_9._Compressed.txt		226_9._Compressed.txt
	620_2._Compressed.txt		620_2._Compressed.txt
	460_10_Compressed.png		460_10_Compressed.png
	706_4._Compressed.txt		706_4._Compressed.txt
	880_8._Compressed.txt		880_8._Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	796_13_Compressed.png		796_13_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	080_0._Compressed.txt		080_0._Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	4120_4_Compressed.png		4120_4_Compressed.png
	7808593_500256_1.tiff		7808593_500256_1.tiff
	3860_8_Compressed.txt		3860_8_Compressed.txt
	260_11_Compressed.txt		260_11_Compressed.txt
	326_3._Compressed.txt		326_3._Compressed.txt
	259692_950796_13.tiff		259692_950796_13.tiff
	879242_209510_14.tiff		879242_209510_14.tiff
	8806_3_Compressed.png		8806_3_Compressed.png
	386_13_Compressed.png		386_13_Compressed.png
	7226_9_Compressed.txt		7226_9_Compressed.txt
	7880445_100040_8.tiff		7880445_100040_8.tiff
	550_13_Compressed.txt		550_13_Compressed.txt
	676_7._Compressed.txt		676_7._Compressed.txt
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	66_12._Compressed.txt		66_12._Compressed.txt
	260_15_Compressed.txt		260_15_Compressed.txt
	2096_5_Compressed.png		2096_5_Compressed.png
	796_13_Compressed.txt		796_13_Compressed.txt
	7808597_767776_0.tiff		7808597_767776_0.tiff
	8259460_004216_3.tiff		8259460_004216_3.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	590_12_Compressed.png		590_12_Compressed.png
	877543_286460_10.tiff		877543_286460_10.tiff
	7226_9_Compressed.png		7226_9_Compressed.png
	796_14_Compressed.png		796_14_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	8259461_604536_5.tiff		8259461_604536_5.tiff
	96_13._Compressed.txt		96_13._Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	7880_8_Compressed.png		7880_8_Compressed.png
	8259460_721026_7.tiff		8259460_721026_7.tiff
	7170_1_Compressed.txt		7170_1_Compressed.txt
	0256_9_Compressed.txt		0256_9_Compressed.txt
	7776_0_Compressed.txt		7776_0_Compressed.txt
	86_13._Compressed.txt		86_13._Compressed.txt
	306_1._Compressed.txt		306_1._Compressed.txt
	7880440_565800_9.tiff		7880440_565800_9.tiff
	460_4._Compressed.txt		460_4._Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	7880_8_Compressed.txt		7880_8_Compressed.txt
	550_13_Compressed.png		550_13_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	8259461_271136_2.tiff		8259461_271136_2.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	3946_0_Compressed.txt		3946_0_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	877548_954260_15.tiff		877548_954260_15.tiff
	510_14_Compressed.txt		510_14_Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	4120_4_Compressed.txt		4120_4_Compressed.txt
	96_14._Compressed.txt		96_14._Compressed.txt
	8706_4_Compressed.png		8706_4_Compressed.png
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	7880478_640080_0.tiff		7880478_640080_0.tiff
	7808593_500256_9.tiff		7808593_500256_9.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	7306_1_Compressed.txt		7306_1_Compressed.txt
	880474_105840_15.tiff		880474_105840_15.tiff
	7776_0_Compressed.png		7776_0_Compressed.png
	1026_7_Compressed.png		1026_7_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	8836_7_Compressed.png		8836_7_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	8806_3_Compressed.txt		8806_3_Compressed.txt
	216_3._Compressed.txt		216_3._Compressed.txt
	7808588_849326_3.tiff		7808588_849326_3.tiff
	260_15_Compressed.png		260_15_Compressed.png
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	7877563_640530_7.tiff		7877563_640530_7.tiff
	840_15_Compressed.txt		840_15_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	836_7._Compressed.txt		836_7._Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	3860_8_Compressed.png		3860_8_Compressed.png
	966_12_Compressed.txt		966_12_Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	8259692_167306_1.tiff		8259692_167306_1.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	50_13._Compressed.txt		50_13._Compressed.txt
	8260283_118806_3.tiff		8260283_118806_3.tiff
	60_15._Compressed.txt		60_15._Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	120_4._Compressed.txt		120_4._Compressed.txt
	8260282_902096_5.tiff		8260282_902096_5.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	8259691_767226_9.tiff		8259691_767226_9.tiff
	860_8._Compressed.txt		860_8._Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	7170_1_Compressed.png		7170_1_Compressed.png
	840_15_Compressed.png		840_15_Compressed.png
	040_8._Compressed.txt		040_8._Compressed.txt
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	510_14_Compressed.png		510_14_Compressed.png
	0080_0_Compressed.png		0080_0_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	4536_5_Compressed.png		4536_5_Compressed.png
	8259692_350676_7.tiff		8259692_350676_7.tiff
	1136_2_Compressed.png		1136_2_Compressed.png
	9326_3_Compressed.txt		9326_3_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	7306_1_Compressed.png		7306_1_Compressed.png
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	7877548_254120_4.tiff		7877548_254120_4.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	8260283_268836_7.tiff		8260283_268836_7.tiff
	260283_068796_14.tiff		260283_068796_14.tiff
	260_11_Compressed.png		260_11_Compressed.png
	4536_5_Compressed.txt		4536_5_Compressed.txt
	0040_8_Compressed.png		0040_8_Compressed.png
	256_1._Compressed.txt		256_1._Compressed.txt
	170_1._Compressed.txt		170_1._Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	536_5._Compressed.txt		536_5._Compressed.txt
	6620_2_Compressed.txt		6620_2_Compressed.txt
	60_10._Compressed.txt		60_10._Compressed.txt
	259692_133966_12.tiff		259692_133966_12.tiff
	946_0._Compressed.txt		946_0._Compressed.txt
	7877544_086620_2.tiff		7877544_086620_2.tiff
	136_2._Compressed.txt		136_2._Compressed.txt
	877567_074550_13.tiff		877567_074550_13.tiff
	0040_8_Compressed.txt		0040_8_Compressed.txt
	6620_2_Compressed.png		6620_2_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	460_10_Compressed.txt		460_10_Compressed.txt
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	0256_9_Compressed.png		0256_9_Compressed.png
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	386_13_Compressed.txt		386_13_Compressed.txt
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	8260282_618706_4.tiff		8260282_618706_4.tiff
	879267_631260_11.tiff		879267_631260_11.tiff
	0256_1_Compressed.txt		0256_1_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	256_9._Compressed.txt		256_9._Compressed.txt
	40_15._Compressed.txt		40_15._Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	1026_7_Compressed.txt		1026_7_Compressed.txt
	796_14_Compressed.txt		796_14_Compressed.txt
	7877563_507170_1.tiff		7877563_507170_1.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	7880470_538460_4.tiff		7880470_538460_4.tiff
	0256_1_Compressed.png		0256_1_Compressed.png
	60_11._Compressed.txt		60_11._Compressed.txt
	530_7._Compressed.txt		530_7._Compressed.txt
	0676_7_Compressed.txt		0676_7_Compressed.txt
	096_5._Compressed.txt		096_5._Compressed.txt
	4216_3_Compressed.txt		4216_3_Compressed.txt
	800_9._Compressed.txt		800_9._Compressed.txt
	90_12._Compressed.txt		90_12._Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	806_3._Compressed.txt		806_3._Compressed.txt
	8460_4_Compressed.txt		8460_4_Compressed.txt
	808592_483386_13.tiff		808592_483386_13.tiff
	8460_4_Compressed.png		8460_4_Compressed.png
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	966_12_Compressed.png		966_12_Compressed.png
	3946_0_Compressed.png		3946_0_Compressed.png
	776_0._Compressed.txt		776_0._Compressed.txt
	0080_0_Compressed.txt		0080_0_Compressed.txt
	8836_7_Compressed.txt		8836_7_Compressed.txt
	1136_2_Compressed.txt		1136_2_Compressed.txt
	8259692_033946_0.tiff		8259692_033946_0.tiff
	0530_7_Compressed.txt		0530_7_Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	10_14._Compressed.txt		10_14._Compressed.txt
	9326_3_Compressed.png		9326_3_Compressed.png
	4216_3_Compressed.png		4216_3_Compressed.png
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	5800_9_Compressed.txt		5800_9_Compressed.txt
	590_12_Compressed.txt		590_12_Compressed.txt
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	0530_7_Compressed.png		0530_7_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	7877563_623860_8.tiff		7877563_623860_8.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	9807_0_Compressed.png		9807_0_Compressed.png
	9807_1_Compressed.txt		9807_1_Compressed.txt
	9807_4_Compressed.txt		9807_4_Compressed.txt
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	843156_779807_10.tiff		843156_779807_10.tiff
	807_15_Compressed.txt		807_15_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	9807_1_Compressed.png		9807_1_Compressed.png
	807_10_Compressed.png		807_10_Compressed.png
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	9807_8_Compressed.txt		9807_8_Compressed.txt
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	807_14_Compressed.png		807_14_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	9807_9_Compressed.png		9807_9_Compressed.png
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	0843156_779807_9.tiff		0843156_779807_9.tiff
	9807_7_Compressed.png		9807_7_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	807_14_Compressed.txt		807_14_Compressed.txt
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	807_12_Compressed.txt		807_12_Compressed.txt
	807_10_Compressed.txt		807_10_Compressed.txt
	843156_779807_13.tiff		843156_779807_13.tiff
	9807_2_Compressed.png		9807_2_Compressed.png
	9807_5_Compressed.png		9807_5_Compressed.png
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	843156_779807_12.tiff		843156_779807_12.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	0843156_779807_3.tiff		0843156_779807_3.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	0843156_779807_0.tiff		0843156_779807_0.tiff
	0843156_779807_8.tiff		0843156_779807_8.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	9807_9_Compressed.txt		9807_9_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	843156_779807_15.tiff		843156_779807_15.tiff
	9807_5_Compressed.txt		9807_5_Compressed.txt
	807_11_Compressed.png		807_11_Compressed.png
	0843156_779807_7.tiff		0843156_779807_7.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	807_11_Compressed.txt		807_11_Compressed.txt
	843156_779807_14.tiff		843156_779807_14.tiff
	0843156_779807_4.tiff		0843156_779807_4.tiff
	807_13_Compressed.txt		807_13_Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	9807_7_Compressed.txt		9807_7_Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	9807_3_Compressed.txt		9807_3_Compressed.txt
	0843156_779807_5.tiff		0843156_779807_5.tiff
	807_12_Compressed.png		807_12_Compressed.png
	9807_2_Compressed.txt		9807_2_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	843156_779807_11.tiff		843156_779807_11.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	0843156_779807_2.tiff		0843156_779807_2.tiff
	9807_3_Compressed.png		9807_3_Compressed.png
	9807_0_Compressed.txt		9807_0_Compressed.txt
	807_13_Compressed.png		807_13_Compressed.png
	9807_8_Compressed.png		9807_8_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	9807_4_Compressed.png		9807_4_Compressed.png
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	0843156_779807_1.tiff		0843156_779807_1.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	807_15_Compressed.png		807_15_Compressed.png
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	0843156_846487_1.tiff		0843156_846487_1.tiff
	6487_2_Compressed.txt		6487_2_Compressed.txt
	6487_9_Compressed.txt		6487_9_Compressed.txt
	6487_3_Compressed.png		6487_3_Compressed.png
	6487_8_Compressed.txt		6487_8_Compressed.txt
	843156_846487_13.tiff		843156_846487_13.tiff
	6487_4_Compressed.png		6487_4_Compressed.png
	6487_4_Compressed.txt		6487_4_Compressed.txt
	487_11_Compressed.png		487_11_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	6487_2_Compressed.png		6487_2_Compressed.png
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	0843156_846487_4.tiff		0843156_846487_4.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	487_10_Compressed.txt		487_10_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	487_12_Compressed.txt		487_12_Compressed.txt
	487_15_Compressed.png		487_15_Compressed.png
	0843156_846487_7.tiff		0843156_846487_7.tiff
	6487_0_Compressed.txt		6487_0_Compressed.txt
	6487_5_Compressed.txt		6487_5_Compressed.txt
	843156_846487_15.tiff		843156_846487_15.tiff
	6487_8_Compressed.png		6487_8_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	487_11_Compressed.txt		487_11_Compressed.txt
	487_14_Compressed.txt		487_14_Compressed.txt
	487_12_Compressed.png		487_12_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	6487_9_Compressed.png		6487_9_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	0843156_846487_0.tiff		0843156_846487_0.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	0843156_846487_5.tiff		0843156_846487_5.tiff
	0843156_846487_2.tiff		0843156_846487_2.tiff
	6487_1_Compressed.png		6487_1_Compressed.png
	843156_846487_14.tiff		843156_846487_14.tiff
	843156_846487_10.tiff		843156_846487_10.tiff
	843156_846487_11.tiff		843156_846487_11.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	6487_5_Compressed.png		6487_5_Compressed.png
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	0843156_846487_8.tiff		0843156_846487_8.tiff
	487_14_Compressed.png		487_14_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	0843156_846487_9.tiff		0843156_846487_9.tiff
	487_13_Compressed.txt		487_13_Compressed.txt
	843156_846487_12.tiff		843156_846487_12.tiff
	6487_0_Compressed.png		6487_0_Compressed.png
	487_13_Compressed.png		487_13_Compressed.png
	6487_1_Compressed.txt		6487_1_Compressed.txt
	487_10_Compressed.png		487_10_Compressed.png
	6487_7_Compressed.txt		6487_7_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	6487_3_Compressed.txt		6487_3_Compressed.txt
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	6487_7_Compressed.png		6487_7_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	0843156_846487_3.tiff		0843156_846487_3.tiff
	0843156_846487_18.jp4		0843156_846487_18.jp4
	487_15_Compressed.txt		487_15_Compressed.txt
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	8957_0_Compressed.png		8957_0_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	957_12_Compressed.txt		957_12_Compressed.txt
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	840451_988957_14.tiff		840451_988957_14.tiff
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	8957_7_Compressed.png		8957_7_Compressed.png
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	8957_2_Compressed.png		8957_2_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	8957_5_Compressed.png		8957_5_Compressed.png
	0840451_988957_4.tiff		0840451_988957_4.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	0840451_988957_5.tiff		0840451_988957_5.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	957_10_Compressed.txt		957_10_Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	957_13_Compressed.png		957_13_Compressed.png
	8957_7_Compressed.txt		8957_7_Compressed.txt
	0840451_988957_16.jp4		0840451_988957_16.jp4
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	8957_2_Compressed.txt		8957_2_Compressed.txt
	0840451_988957_17.jp4		0840451_988957_17.jp4
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	0840451_988957_8.tiff		0840451_988957_8.tiff
	8957_9_Compressed.png		8957_9_Compressed.png
	8957_3_Compressed.txt		8957_3_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	840451_988957_12.tiff		840451_988957_12.tiff
	8957_9_Compressed.txt		8957_9_Compressed.txt
	0840451_988957_3.tiff		0840451_988957_3.tiff
	8957_5_Compressed.txt		8957_5_Compressed.txt
	8957_3_Compressed.png		8957_3_Compressed.png
	8957_4_Compressed.txt		8957_4_Compressed.txt
	840451_988957_10.tiff		840451_988957_10.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	957_14_Compressed.txt		957_14_Compressed.txt
	8957_8_Compressed.png		8957_8_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	957_10_Compressed.png		957_10_Compressed.png
	0840451_988957_0.tiff		0840451_988957_0.tiff
	0840451_988957_2.tiff		0840451_988957_2.tiff
	0840451_988957_9.tiff		0840451_988957_9.tiff
	957_15_Compressed.png		957_15_Compressed.png
	8957_0_Compressed.txt		8957_0_Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	957_13_Compressed.txt		957_13_Compressed.txt
	840451_988957_11.tiff		840451_988957_11.tiff
	840451_988957_15.tiff		840451_988957_15.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	957_11_Compressed.png		957_11_Compressed.png
	8957_1_Compressed.png		8957_1_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	840451_988957_13.tiff		840451_988957_13.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	0840451_988957_1.tiff		0840451_988957_1.tiff
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	957_12_Compressed.png		957_12_Compressed.png
	957_15_Compressed.txt		957_15_Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	8957_4_Compressed.png		8957_4_Compressed.png
	957_14_Compressed.png		957_14_Compressed.png
	8957_8_Compressed.txt		8957_8_Compressed.txt
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	0840451_988957_7.tiff		0840451_988957_7.tiff
	8957_1_Compressed.txt		8957_1_Compressed.txt
	957_11_Compressed.txt		957_11_Compressed.txt
	6293_3_Compressed.txt		6293_3_Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	293_1._Compressed.txt		293_1._Compressed.txt
	6032738_736293_7.tiff		6032738_736293_7.tiff
	6032738_736293_5.tiff		6032738_736293_5.tiff
	6293_0_Compressed.txt		6293_0_Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	293_9._Compressed.txt		293_9._Compressed.txt
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	293_12_Compressed.txt		293_12_Compressed.txt
	293_10_Compressed.txt		293_10_Compressed.txt
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	6293_2_Compressed.png		6293_2_Compressed.png
	293_8._Compressed.txt		293_8._Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	93_14._Compressed.txt		93_14._Compressed.txt
	6293_3_Compressed.png		6293_3_Compressed.png
	6293_8_Compressed.txt		6293_8_Compressed.txt
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	6032738_736293_4.tiff		6032738_736293_4.tiff
	93_12._Compressed.txt		93_12._Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	293_11_Compressed.txt		293_11_Compressed.txt
	6032738_736293_8.tiff		6032738_736293_8.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	93_15._Compressed.txt		93_15._Compressed.txt
	032738_736293_11.tiff		032738_736293_11.tiff
	6293_7_Compressed.txt		6293_7_Compressed.txt
	293_14_Compressed.png		293_14_Compressed.png
	6293_8_Compressed.png		6293_8_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	293_11_Compressed.png		293_11_Compressed.png
	6293_1_Compressed.png		6293_1_Compressed.png
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	6032738_736293_0.tiff		6032738_736293_0.tiff
	6293_7_Compressed.png		6293_7_Compressed.png
	293_7._Compressed.txt		293_7._Compressed.txt
	6293_4_Compressed.png		6293_4_Compressed.png
	032738_736293_14.tiff		032738_736293_14.tiff
	032738_736293_10.tiff		032738_736293_10.tiff
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	032738_736293_13.tiff		032738_736293_13.tiff
	6293_4_Compressed.txt		6293_4_Compressed.txt
	6293_5_Compressed.txt		6293_5_Compressed.txt
	293_12_Compressed.png		293_12_Compressed.png
	6293_9_Compressed.txt		6293_9_Compressed.txt
	293_13_Compressed.txt		293_13_Compressed.txt
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	6293_0_Compressed.png		6293_0_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	293_15_Compressed.txt		293_15_Compressed.txt
	6293_9_Compressed.png		6293_9_Compressed.png
	293_10_Compressed.png		293_10_Compressed.png
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	293_15_Compressed.png		293_15_Compressed.png
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	293_0._Compressed.txt		293_0._Compressed.txt
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	93_10._Compressed.txt		93_10._Compressed.txt
	6293_1_Compressed.txt		6293_1_Compressed.txt
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	032738_736293_12.tiff		032738_736293_12.tiff
	6032738_736293_9.tiff		6032738_736293_9.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	032738_736293_15.tiff		032738_736293_15.tiff
	293_3._Compressed.txt		293_3._Compressed.txt
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	6032738_736293_2.tiff		6032738_736293_2.tiff
	293_13_Compressed.png		293_13_Compressed.png
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	93_13._Compressed.txt		93_13._Compressed.txt
	293_2._Compressed.txt		293_2._Compressed.txt
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	6032738_736293_3.tiff		6032738_736293_3.tiff
	6293_5_Compressed.png		6293_5_Compressed.png
	93_11._Compressed.txt		93_11._Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	6032738_736293_1.tiff		6032738_736293_1.tiff
	6293_2_Compressed.txt		6293_2_Compressed.txt
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	293_5._Compressed.txt		293_5._Compressed.txt
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	293_14_Compressed.txt		293_14_Compressed.txt
	293_4._Compressed.txt		293_4._Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	43_10._Compressed.txt		43_10._Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	543_7._Compressed.txt		543_7._Compressed.txt
	9543_3_Compressed.png		9543_3_Compressed.png
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	543_13_Compressed.png		543_13_Compressed.png
	543_15_Compressed.txt		543_15_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	6032871_679543_1.tiff		6032871_679543_1.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	6032871_679543_5.tiff		6032871_679543_5.tiff
	6032871_679543_4.tiff		6032871_679543_4.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	43_14._Compressed.txt		43_14._Compressed.txt
	032871_679543_15.tiff		032871_679543_15.tiff
	543_8._Compressed.txt		543_8._Compressed.txt
	543_9._Compressed.txt		543_9._Compressed.txt
	543_1._Compressed.txt		543_1._Compressed.txt
	543_11_Compressed.png		543_11_Compressed.png
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	543_10_Compressed.png		543_10_Compressed.png
	9543_0_Compressed.png		9543_0_Compressed.png
	9543_9_Compressed.txt		9543_9_Compressed.txt
	9543_4_Compressed.png		9543_4_Compressed.png
	543_0._Compressed.txt		543_0._Compressed.txt
	9543_1_Compressed.txt		9543_1_Compressed.txt
	9543_1_Compressed.png		9543_1_Compressed.png
	543_4._Compressed.txt		543_4._Compressed.txt
	9543_0_Compressed.txt		9543_0_Compressed.txt
	543_10_Compressed.txt		543_10_Compressed.txt
	9543_2_Compressed.png		9543_2_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	6032871_679543_2.tiff		6032871_679543_2.tiff
	032871_679543_12.tiff		032871_679543_12.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	9543_5_Compressed.png		9543_5_Compressed.png
	43_12._Compressed.txt		43_12._Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	9543_2_Compressed.txt		9543_2_Compressed.txt
	9543_5_Compressed.txt		9543_5_Compressed.txt
	9543_4_Compressed.txt		9543_4_Compressed.txt
	9543_8_Compressed.txt		9543_8_Compressed.txt
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	6032871_679543_9.tiff		6032871_679543_9.tiff
	032871_679543_10.tiff		032871_679543_10.tiff
	543_13_Compressed.txt		543_13_Compressed.txt
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	6032871_679543_3.tiff		6032871_679543_3.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	43_15._Compressed.txt		43_15._Compressed.txt
	543_3._Compressed.txt		543_3._Compressed.txt
	543_15_Compressed.png		543_15_Compressed.png
	032871_679543_13.tiff		032871_679543_13.tiff
	9543_7_Compressed.txt		9543_7_Compressed.txt
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	9543_9_Compressed.png		9543_9_Compressed.png
	9543_8_Compressed.png		9543_8_Compressed.png
	9543_3_Compressed.txt		9543_3_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	43_11._Compressed.txt		43_11._Compressed.txt
	543_14_Compressed.png		543_14_Compressed.png
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	9543_7_Compressed.png		9543_7_Compressed.png
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	543_12_Compressed.png		543_12_Compressed.png
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	6032871_679543_7.tiff		6032871_679543_7.tiff
	543_12_Compressed.txt		543_12_Compressed.txt
	543_5._Compressed.txt		543_5._Compressed.txt
	6032871_679543_8.tiff		6032871_679543_8.tiff
	543_11_Compressed.txt		543_11_Compressed.txt
	543_14_Compressed.txt		543_14_Compressed.txt
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	032871_679543_11.tiff		032871_679543_11.tiff
	43_13._Compressed.txt		43_13._Compressed.txt
	6032871_679543_0.tiff		6032871_679543_0.tiff
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	543_2._Compressed.txt		543_2._Compressed.txt
	032871_679543_14.tiff		032871_679543_14.tiff
	3137_8_Compressed.png		3137_8_Compressed.png
	137_10_Compressed.txt		137_10_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	137_12_Compressed.txt		137_12_Compressed.txt
	3137_5_Compressed.txt		3137_5_Compressed.txt
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	0843156_763137_8.tiff		0843156_763137_8.tiff
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	0843156_763137_5.tiff		0843156_763137_5.tiff
	843156_763137_10.tiff		843156_763137_10.tiff
	3137_5_Compressed.png		3137_5_Compressed.png
	3137_4_Compressed.png		3137_4_Compressed.png
	3137_1_Compressed.png		3137_1_Compressed.png
	137_13_Compressed.png		137_13_Compressed.png
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	3137_3_Compressed.txt		3137_3_Compressed.txt
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	843156_763137_14.tiff		843156_763137_14.tiff
	3137_0_Compressed.png		3137_0_Compressed.png
	3137_4_Compressed.txt		3137_4_Compressed.txt
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	3137_7_Compressed.png		3137_7_Compressed.png
	137_13_Compressed.txt		137_13_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	0843156_763137_2.tiff		0843156_763137_2.tiff
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	137_14_Compressed.png		137_14_Compressed.png
	843156_763137_11.tiff		843156_763137_11.tiff
	0843156_763137_7.tiff		0843156_763137_7.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	137_15_Compressed.png		137_15_Compressed.png
	0843156_763137_0.tiff		0843156_763137_0.tiff
	3137_9_Compressed.png		3137_9_Compressed.png
	0843156_763137_3.tiff		0843156_763137_3.tiff
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	3137_2_Compressed.png		3137_2_Compressed.png
	137_15_Compressed.txt		137_15_Compressed.txt
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	3137_1_Compressed.txt		3137_1_Compressed.txt
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	137_10_Compressed.png		137_10_Compressed.png
	0843156_763137_1.tiff		0843156_763137_1.tiff
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	137_14_Compressed.txt		137_14_Compressed.txt
	0843156_763137_4.tiff		0843156_763137_4.tiff
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	3137_2_Compressed.txt		3137_2_Compressed.txt
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	137_12_Compressed.png		137_12_Compressed.png
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	843156_763137_12.tiff		843156_763137_12.tiff
	3137_8_Compressed.txt		3137_8_Compressed.txt
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	3137_9_Compressed.txt		3137_9_Compressed.txt
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	3137_7_Compressed.txt		3137_7_Compressed.txt
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	137_11_Compressed.png		137_11_Compressed.png
	3137_3_Compressed.png		3137_3_Compressed.png
	3137_0_Compressed.txt		3137_0_Compressed.txt
	0843156_763137_9.tiff		0843156_763137_9.tiff
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	843156_763137_13.tiff		843156_763137_13.tiff
	843156_763137_15.tiff		843156_763137_15.tiff
	137_11_Compressed.txt		137_11_Compressed.txt
	843156_746467_10.tiff		843156_746467_10.tiff
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	6467_8_Compressed.txt		6467_8_Compressed.txt
	6467_8_Compressed.png		6467_8_Compressed.png
	843156_746467_13.tiff		843156_746467_13.tiff
	843156_746467_11.tiff		843156_746467_11.tiff
	11_Compressedlzw.tiff		11_Compressedlzw.tiff
	9RemovedFirstLine.tif		9RemovedFirstLine.tif
	_2_Compressedlzw.tiff		_2_Compressedlzw.tiff
	467_14_Compressed.txt		467_14_Compressed.txt
	467_11_Compressed.txt		467_11_Compressed.txt
	843156_746467_15.tiff		843156_746467_15.tiff
	467_10_Compressed.txt		467_10_Compressed.txt
	6467_2_Compressed.txt		6467_2_Compressed.txt
	6467_4_Compressed.png		6467_4_Compressed.png
	0843156_746467_9.tiff		0843156_746467_9.tiff
	6467_1_Compressed.txt		6467_1_Compressed.txt
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	6467_2_Compressed.png		6467_2_Compressed.png
	6467_9_Compressed.png		6467_9_Compressed.png
	1RemovedFirstLine.tif		1RemovedFirstLine.tif
	467_15_Compressed.txt		467_15_Compressed.txt
	0843156_746467_2.tiff		0843156_746467_2.tiff
	0843156_746467_3.tiff		0843156_746467_3.tiff
	6467_5_Compressed.png		6467_5_Compressed.png
	10_Compressedlzw.tiff		10_Compressedlzw.tiff
	6467_7_Compressed.png		6467_7_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	0843156_746467_4.tiff		0843156_746467_4.tiff
	6467_3_Compressed.png		6467_3_Compressed.png
	7RemovedFirstLine.tif		7RemovedFirstLine.tif
	13_Compressedlzw.tiff		13_Compressedlzw.tiff
	467_15_Compressed.png		467_15_Compressed.png
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	5RemovedFirstLine.tif		5RemovedFirstLine.tif
	467_14_Compressed.png		467_14_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	15_Compressedlzw.tiff		15_Compressedlzw.tiff
	467_12_Compressed.png		467_12_Compressed.png
	467_13_Compressed.png		467_13_Compressed.png
	0RemovedFirstLine.tif		0RemovedFirstLine.tif
	_8_Compressedlzw.tiff		_8_Compressedlzw.tiff
	6467_4_Compressed.txt		6467_4_Compressed.txt
	0843156_746467_7.tiff		0843156_746467_7.tiff
	6467_9_Compressed.txt		6467_9_Compressed.txt
	6467_7_Compressed.txt		6467_7_Compressed.txt
	_0_Compressedlzw.tiff		_0_Compressedlzw.tiff
	0843156_746467_18.jp4		0843156_746467_18.jp4
	6467_1_Compressed.png		6467_1_Compressed.png
	2RemovedFirstLine.tif		2RemovedFirstLine.tif
	843156_746467_14.tiff		843156_746467_14.tiff
	_1_Compressedlzw.tiff		_1_Compressedlzw.tiff
	843156_746467_12.tiff		843156_746467_12.tiff
	6467_3_Compressed.txt		6467_3_Compressed.txt
	_3_Compressedlzw.tiff		_3_Compressedlzw.tiff
	0843156_746467_1.tiff		0843156_746467_1.tiff
	467_10_Compressed.png		467_10_Compressed.png
	3RemovedFirstLine.tif		3RemovedFirstLine.tif
	467_12_Compressed.txt		467_12_Compressed.txt
	467_13_Compressed.txt		467_13_Compressed.txt
	_7_Compressedlzw.tiff		_7_Compressedlzw.tiff
	14_Compressedlzw.tiff		14_Compressedlzw.tiff
	4RemovedFirstLine.tif		4RemovedFirstLine.tif
	0843156_746467_19.jp4		0843156_746467_19.jp4
	0843156_746467_8.tiff		0843156_746467_8.tiff
	_9_Compressedlzw.tiff		_9_Compressedlzw.tiff
	8RemovedFirstLine.tif		8RemovedFirstLine.tif
	0843156_746467_0.tiff		0843156_746467_0.tiff
	6467_0_Compressed.png		6467_0_Compressed.png
	6467_0_Compressed.txt		6467_0_Compressed.txt
	0843156_746467_5.tiff		0843156_746467_5.tiff
	_5_Compressedlzw.tiff		_5_Compressedlzw.tiff
	12_Compressedlzw.tiff		12_Compressedlzw.tiff
	467_11_Compressed.png		467_11_Compressed.png
	_4_Compressedlzw.tiff		_4_Compressedlzw.tiff
	6467_5_Compressed.txt		6467_5_Compressed.txt
	1442		1442

	%% Cell type:code id: tags:		%% Cell type:code id: tags:

	``` python		``` python
	```		```

Remove_Noise.py

+101 −59

Original line number	Original line	Diff line number	Diff line
	from matplotlib.image import composite_images		from matplotlib.image import composite_images
	from WorkingPyDemo import *		from WorkingPyDemo import *
			from scipy.ndimage.filters import gaussian_filter
	import paramiko		import paramiko
			from PIL import ImageFilter
	def setup_remote_sftpclient():		def setup_remote_sftpclient():
	client = paramiko.SSHClient()		client = paramiko.SSHClient()
	client.load_system_host_keys()		client.load_system_host_keys()
	@@ -19,46 +21,39 @@ def remove_noise(images, which_sensor):
	if image_name[-7:-5] == "_" + which_sensor:		if image_name[-7:-5] == "_" + which_sensor:
	same_sensor_images.append(image_name)		same_sensor_images.append(image_name)
	for i, image_name in enumerate(same_sensor_images):		for i, image_name in enumerate(same_sensor_images):
	# print(image_name)
	image_object = Image.open(image_name)		image_object = Image.open(image_name)
	# print(np.array(image_object).shape)
	# print(np.array(image_object)[1:] + average_image)
	average_image = np.array(image_object)[1:] + average_image		average_image = np.array(image_object)[1:] + average_image

	return average_image/len(same_sensor_images)		return average_image/len(same_sensor_images)

	def remote_remove_noise(images, which_sensor):		def remote_create_average(images, which_sensor):
	sftp_client = setup_remote_sftpclient()		sftp_client = setup_remote_sftpclient()
	averages = []		averages = []
	same_sensor_images = []
			same_sensor_images = images
	which_sensor = str(which_sensor)		which_sensor = str(which_sensor)
	first_image = sftp_client.open(images[0])		small_set_images = []
	average_image = np.array(Image.open(first_image))[1:]
	for i, image_name in enumerate(images):
	if int(which_sensor) > 9:
	if image_name[-7:-5] == which_sensor:
	same_sensor_images.append(image_name)
	else:
	if image_name[-7:-5] == "_" + which_sensor:
	same_sensor_images.append(image_name)
	images = []
	for i, image_name in enumerate(same_sensor_images):		for i, image_name in enumerate(same_sensor_images):
	# print(image_name)		# print(image_name)
	image_object = sftp_client.open(image_name)		image_object = sftp_client.open(image_name)
	image_object = Image.open(image_object)		image_object = Image.open(image_object)
	images.append(np.array(image_object)[1:])		small_set_images.append(np.array(image_object)[1:])
	# print(np.array(image_object).shape)		# print(np.array(image_object).shape)
	# print(np.array(image_object)[1:] + average_image)		# print(np.array(image_object)[1:] + average_image)
	if (i % 100 == 0) and i!=0:		if (i % 100 == 0) and i!=0:
			image_object = np.mean(np.array(small_set_images),axis = 0)
	image_object = np.mean(np.array(images),axis = 0)
	# print(image_object.shape)
	averages.append(image_object)		averages.append(image_object)
	# print(average_image.shape)		small_set_images = []
	images = []		print(i)
	image_object = np.mean(np.array(images))		if len(small_set_images) > 1:
			image_object = np.mean(np.array(small_set_images),axis = 0)
	averages.append(image_object)		averages.append(image_object)
	sftp_client.close()		sftp_client.close()
			if len(averages) > 1:
	return np.mean(averages,axis=0)		return np.mean(averages,axis=0)
			else:
			return np.array(averages[0])

	def remote_file_extractor(headname = "/media/elphel/NVME/lwir16-proc/te0607/scenes/"):		def remote_file_extractor(headname = "/media/elphel/NVME/lwir16-proc/te0607/scenes/"):
	"""Find all the files in the directory		"""Find all the files in the directory
	@@ -69,18 +64,16 @@ def remote_file_extractor(headname = "/media/elphel/NVME/lwir16-proc/te0607/scen
	Returns:		Returns:
	files (list): a list of all the files in the directory		files (list): a list of all the files in the directory
	"""		"""
	client = paramiko.SSHClient()		sftp_client = setup_remote_sftpclient()
	client.load_system_host_keys()
	client.connect("192.168.0.107", username="elphel")
	sftp_client = client.open_sftp()
	# sftp_client.listdir("media/elphel/NVME/lwir16-proc/te0607/scenes/")		# sftp_client.listdir("media/elphel/NVME/lwir16-proc/te0607/scenes/")
	dirs_in_scenes = sftp_client.listdir("/media/elphel/NVME/lwir16-proc/te0607/scenes/")		dirs_in_scenes = sftp_client.listdir(headname)
	scenes = []		scenes = []
	for i, curr_folder in enumerate(dirs_in_scenes):		for i, curr_folder in enumerate(dirs_in_scenes):
	if "." not in curr_folder:		if "." not in curr_folder:
	smaller_dirs = sftp_client.listdir(headname + curr_folder)		smaller_dirs = sftp_client.listdir(headname + curr_folder)
	for small_folder in smaller_dirs:		for small_folder in smaller_dirs:
	scenes.append(headname + curr_folder + "/" + small_folder)		scenes.append(headname + curr_folder + "/" + small_folder)
			sftp_client.close()
	return scenes		return scenes

	def remote_image_extractor(scenes):		def remote_image_extractor(scenes):
	@@ -95,57 +88,106 @@ def remote_image_extractor(scenes):
	image_folder.append(os.path.join(scene, file))		image_folder.append(os.path.join(scene, file))
	sftp_client.close()		sftp_client.close()
	return image_folder #returns a list of file paths to .tiff files in the specified directory given in file_extractor		return image_folder #returns a list of file paths to .tiff files in the specified directory given in file_extractor
			def find_only_in_channel(images, channel_name = "10"):
	def remove_the_noise(new_image, average_image):		same_sensor_images = []
	original_image_min = np.min(newimage)		for i, image_name in enumerate(images):
			if int(channel_name) > 9:
			if image_name[-7:-5] == channel_name:
			same_sensor_images.append(image_name)
			else:
			if image_name[-7:-5] == "_" + channel_name:
			same_sensor_images.append(image_name)
			return same_sensor_images
			def adjust_to_original(new_image, average_image):
			original_image_min = np.min(new_image)
	original_image_max = np.max(new_image)		original_image_max = np.max(new_image)
	adjusted_image = new_image - average_image		# average_image = average_image - np.mean(average_image)
			adjusted_image = new_image - (average_image - gaussian_filter(average_image,sigma=5))
			# adjusted_image = new_image - (average_image - np.array(Image.fromarray(average_image).convert("L").filter(ImageFilter.GaussianBlur(radius=4))))
	adjusted_image = adjusted_image - np.min(adjusted_image)		adjusted_image = adjusted_image - np.min(adjusted_image)
	adjusted_image = adjusted_image*original_image_max/np.max(adjusted_image)		adjusted_image = adjusted_image*(original_image_max-original_image_min)/np.max(adjusted_image)
	adjusted_image = adjusted_image + original_image_min		adjusted_image = adjusted_image + original_image_min
	return adjusted_image		return adjusted_image.astype(np.uint16)

	def color_adjust(visual_array):		def color_adjust(visual_array):
	min_of_errors = np.min(visual_array)		min_of_errors = np.min(visual_array)
	adjusted_array = visual_array - min_of_errors		adjusted_array = visual_array - min_of_errors
	adjusted_array = adjusted_array/np.max(adjusted_array)		adjusted_array = adjusted_array/np.max(adjusted_array)
	# print(adjusted_array)
	# print(np.max(adjusted_array))
	return adjusted_array		return adjusted_array

			def save_new_average(quantity_of_images = 1500, channel = "10", head_dir = "/media/elphel/NVME/lwir16-proc/te0607/scenes/"):
			scenes = remote_file_extractor(head_dir)
			images = find_only_in_channel(remote_image_extractor(scenes),channel)
			if quantity_of_images != "all":
			# images = np.random.choice(images,quantity_of_images,replace = False)
			images = images[:quantity_of_images]
			average_image = remote_create_average(images,channel)
			# average_image = average_image.astype(int)
			average_savable_image = Image.fromarray(average_image)
			average_savable_image.save("Average_On_Channel(" + channel + ").tiff")

			def create_testable_images(images, selected_channel, quantity_of_images):
			sftp_client = setup_remote_sftpclient()
			images = find_only_in_channel(images, selected_channel)

			image_locations = np.random.choice(len(images), quantity_of_images, replace=False)
			# image_locations = np.arange(quantity_of_images) + 10000

			selected_images = np.array(images)[image_locations]

			# average_image = np.array(Image.open("Average_On_Channel(" + selected_channel + ").tiff"))
			images_in_each_direction = 4
			for i, item in enumerate(selected_images):
			if image_locations[i] < images_in_each_direction:
			average_image = remote_create_average(images[image_locations[i] - image_locations[i]: image_locations[i] + images_in_each_direction + image_locations[i]], selected_channel)
			elif image_locations[i] > (len(images) - images_in_each_direction):
			average_image = remote_create_average(images[image_locations[i] - images_in_each_direction - (len(images) - image_locations[i]): image_locations[i] + (len(images) - image_locations[i])], selected_channel)
			else:
			average_image = remote_create_average(images[image_locations[i] - images_in_each_direction: image_locations[i] + images_in_each_direction], selected_channel)
			image = Image.open(sftp_client.open(item))
			wherelastslash = item.rfind("/")
			image = np.array(image)[1:]
			savable_original = Image.fromarray(image)
			savable_original.save("averaged_images(" + selected_channel + ")/innerfolder/original" + item[wherelastslash + 1:])
			altered_image = adjust_to_original(image, average_image)
			altered_image = Image.fromarray(altered_image)

			# altered_image.save("averaged_images(" + selected_channel + ")/innerfolder" + item[wherelastslash:])
			# average_image = Image.fromarray(average_image)

			sftp_client.close()

	if __name__ == "__main__":		if __name__ == "__main__":
			# save_new_average(15,"11")
	scenes = remote_file_extractor("/media/elphel/NVME/lwir16-proc/te0607/scenes/")		scenes = remote_file_extractor("/media/elphel/NVME/lwir16-proc/te0607/scenes/")
	# images = remote_image_extractor(np.random.choice(scenes,10000,replace = False))
	images = remote_image_extractor(scenes)		images = remote_image_extractor(scenes)
	# average_image = remote_remove_noise(images,"10")		images = find_only_in_channel(images, "11")
			# average_image = np.array(Image.open("Average_On_Channel(" + "11" + ").tiff"))
	average_image = np.array(Image.open("hopefullyaverage.tiff"))		create_testable_images(images,"11",10)
			# plt.imshow(color_adjust(average_image),cmap='gray',vmin = 0, vmax=1)
	# average_savable_image = Image.fromarray(average_image)		# plt.show()
	# average_savable_image.save("hopefullyaverage.tiff")
	# print(np.max(average_image))
	# print(np.min(average_image))
	# average_image = color_adjust(average_image)
	plt.imshow(color_adjust(average_image),cmap='gray',vmin = 0, vmax=1)
	plt.show()

	# print(len(images))		# print(len(images))
			average_image = remote_create_average(images[10000 - 10: 10000 + 10], "11")
			plt.imshow(color_adjust((average_image - gaussian_filter(average_image,sigma=5))),cmap='gray',vmin = 0, vmax=1)
			plt.show()
	sftp_client = setup_remote_sftpclient()		sftp_client = setup_remote_sftpclient()
	print(len(images))		print(len(images))
	for i, item in enumerate(images[22000:22030]):		# print(images[10000])
	if item[-7:-5] == "10":		test_image = sftp_client.open(images[10000])
	print(i)
	print(item)
	print(images[22016])
	test_image = sftp_client.open(images[22016])
	test_image = Image.open(test_image)		test_image = Image.open(test_image)
	test_image = np.array(test_image)[1:]		test_image = np.array(test_image)[1:]
	newimage = Image.fromarray(test_image - average_image)		# print(test_image)
	newimage.save("NoInterference.tiff")		# plt.imshow(color_adjust(adjust_to_original(test_image,average_image)))
			# plt.show()
			# newimage = Image.fromarray(test_image - average_image)
			# newimage.save("NoInterference.tiff")

	plt.subplot(121)		plt.subplot(121)
	plt.imshow(color_adjust(test_image),cmap='gray',vmin = 0, vmax=1)		plt.imshow(color_adjust(test_image),cmap='gray',vmin = 0, vmax=1)
	plt.subplot(122)		plt.subplot(122)
	plt.imshow(color_adjust(test_image-average_image),cmap='gray',vmin = 0, vmax=1)		plt.imshow(color_adjust(adjust_to_original(test_image,average_image)),cmap='gray',vmin = 0, vmax=1)
	plt.show()		plt.show()
			sftp_client.close()
	# print(np.linalg.inv(np.array([[3,0,-1],[0,3,3],[1,-3,-4]])))		# print(np.linalg.inv(np.array([[3,0,-1],[0,3,3],[1,-3,-4]])))
	# print(np.linalg.pinv(np.array([[-1,-1,1], [-1,0,1], [-1,1,1], [0,-1,1]])))		# print(np.linalg.pinv(np.array([[-1,-1,1], [-1,0,1], [-1,1,1], [0,-1,1]])))
			No newline at end of file

WorkingPyDemo.py

+9 −9

Original line number	Original line	Diff line number	Diff line
	@@ -74,7 +74,7 @@ def predict_pix(tiff_image_path, difference = True):
	A ndarray(3 X 3): system of equation		A ndarray(3 X 3): system of equation
	"""		"""
	image_obj = Image.open(tiff_image_path) #Open the image and read it as an Image object		image_obj = Image.open(tiff_image_path) #Open the image and read it as an Image object
	image_array = np.array(image_obj)[1:].astype(int) #Convert to an array, leaving out the first row because the first row is just housekeeping data		image_array = np.array(image_obj).astype(int) #Convert to an array, leaving out the first row because the first row is just housekeeping data
	# image_array = image_array.astype(int)		# image_array = image_array.astype(int)
	# A = np.array([[3,0,-1],[0,3,3],[1,-3,-4]]) # the matrix for system of equation		# A = np.array([[3,0,-1],[0,3,3],[1,-3,-4]]) # the matrix for system of equation
	Ainv = np.array([[0.5,-0.5,-0.5],[-0.5,1.83333333,1.5],[0.5,-1.5,-1.5]])		Ainv = np.array([[0.5,-0.5,-0.5],[-0.5,1.83333333,1.5],[0.5,-1.5,-1.5]])
	@@ -514,7 +514,7 @@ def text_to_tiff(filename, list_dic, bins):

	if __name__ == "__main__":		if __name__ == "__main__":

	scenes = file_extractor(folder_name)		scenes = file_extractor("averaged_images(11)")
	images = image_extractor(scenes)		images = image_extractor(scenes)
	newnamesforlater = []		newnamesforlater = []
	list_dic, bins = make_dictionary(images, 4, False)		list_dic, bins = make_dictionary(images, 4, False)
	@@ -522,7 +522,7 @@ if __name__ == "__main__":
	file_sizes_old = []		file_sizes_old = []
	# list_dic = np.load("first_dic.npy", allow_pickle="TRUE")		# list_dic = np.load("first_dic.npy", allow_pickle="TRUE")
	bins = [21,32,48]		bins = [21,32,48]
	# np.save("first_dic.npy", list_dic)		np.save("second_dic.npy", list_dic)
	for i in range(len(images)):		for i in range(len(images)):

	image, new_error, diff = huffman(images[i], 4, False)		image, new_error, diff = huffman(images[i], 4, False)
	@@ -537,18 +537,18 @@ if __name__ == "__main__":
	newnamesforlater.append(newname + "_Compressed.txt")		newnamesforlater.append(newname + "_Compressed.txt")
	with open(newname + "_Compressed.txt", 'wb') as f:		with open(newname + "_Compressed.txt", 'wb') as f:
	f.write(inletters)		f.write(inletters)
	# file_sizes_new.append((os.path.getsize(newname + "_Compressed.txt")))		file_sizes_new.append((os.path.getsize(newname + "_Compressed.txt")))
	# file_sizes_old.append((os.path.getsize(images[i])))		file_sizes_old.append((os.path.getsize(images[i])))
	# sleep(5)		# sleep(5)
	# if i % 50 == 0:		# if i % 50 == 0:
	# print(i)		# print(i)
	# sleep(20)		# sleep(20)
	# print(np.sum(file_sizes_new)/np.sum(file_sizes_old))		print(np.sum(file_sizes_new)/np.sum(file_sizes_old))
	# file_sizes_new.append(os.path.getsize("first_dic.npy"))		file_sizes_new.append(os.path.getsize("first_dic.npy"))
	# print(np.sum(file_sizes_new)/np.sum(file_sizes_old))		print(np.sum(file_sizes_new)/np.sum(file_sizes_old))
	# list_dic = np.load("first_dic.npy", allow_pickle="TRUE")		# list_dic = np.load("first_dic.npy", allow_pickle="TRUE")
	bins = [21,32,48]		bins = [21,32,48]
			# os.system("ls")
	# for i,item in enumerate(newnamesforlater):		# for i,item in enumerate(newnamesforlater):
	# print(item)		# print(item)
	# image, new_error, diff = huffman(images[i], 4, False)		# image, new_error, diff = huffman(images[i], 4, False)

second_dic.npy

0 → 100644

+148 KiB

File added.

No diff preview for this file type.

View file

Admin message