trying to find a good metric (e505d52d) · Commits · Elphel / image-compression

ErrorImageCreator.py

+1 −1

Original line number	Original line	Diff line number	Diff line
	@@ -90,7 +90,7 @@ def color_adjust(visual_array):
	if __name__ == "__main__":		if __name__ == "__main__":
	scenes = file_extractor("averaged_images(11)")		scenes = file_extractor("averaged_images(11)")
	images = image_extractor(scenes)		images = image_extractor(scenes)
	list_dic = np.load("second_dic.npy", allow_pickle="TRUE")		list_dic = np.load("second_dict.npy", allow_pickle="TRUE")
	bins = [21,32,48]		bins = [21,32,48]
	print(images)		print(images)
	encoded_string2 = bytes_to_bitstring(read_from_file(images[0][:-5] + "_Compressed.txt"))		encoded_string2 = bytes_to_bitstring(read_from_file(images[0][:-5] + "_Compressed.txt"))

FPNprojstart.py

0 → 100644

+104 −0

Original line number	Original line	Diff line number	Diff line
			from functools import singledispatchmethod
			from cv2 import mean
			import numpy as np
			from WorkingPyDemo import *
			from Remove_Noise import *
			import pandas as pd
			import statsmodels.api as sm
			from matplotlib import pyplot as plt
			from sklearn.metrics import mean_squared_error
			# scenes = file_extractor("images")
			# images = image_extractor(scenes)
			# print(images)

			scenes = remote_file_extractor("/media/elphel/NVME/lwir16-proc/te0607/scenes/")
			images = remote_image_extractor(scenes)
			# images = find_only_in_channel(images, "11")
			sftp_client = setup_remote_sftpclient()
			image_array = np.array(Image.open(sftp_client.open(images[250])))
			# image_array = np.array(Image.open(images[250])).astype(np.uint16)
			# print(image_array[0])
			# print(images[0:5])
			# print(image_array[0,0].dtype)
			thebitstring = bytes_to_bitstring(image_array[0])
			frame = thebitstring[848:888]
			# print(int(frame,2))
			otherframe = thebitstring[888:928]
			# print(int(otherframe,2))
			# print(image_array[0].astype(np.uint16))
			# print(image_array[0,42])
			# print(bin(image_array[0,0])[2:].zfill(16))
			# for i in range(len(images)):
			# image_array = np.array(Image.open(images[i]))
			# print(image_array[0,91] - image_array[0,90])
			# print(np.array(Image.open(images[100]))[0])
			def uint16_array_to_bitstring(array):
			bitstring = ""
			for i in range(len(array)):
			bitstring += bin(array[i])[2:].zfill(16)
			return bitstring
			def repopulate_array_with_bitstring(bitstring):
			array = []
			for i in range(0,len(bitstring),8):
			array.append(int(bitstring[i:i+8],2))
			return np.array(array)
			def intarray_to_uint32(int_array):
			bitstring = ""
			# print(int_array)
			for i in range(len(int_array)):
			bitstring += bin(int_array[i])[2:].zfill(8)
			# print(bitstring)
			return int(bitstring,2)
			# print(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[0:6])
			frame_spacings = []
			signaltonoise = []
			information_array = np.zeros((len(images),3))
			def celcius_to_kelvin(celcius):
			return celcius + 273.15

			for i in range(len(images)):
			image_array = np.array(Image.open(sftp_client.open(images[i]))).astype(np.uint16)
			current_frame_count = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[84:88])
			frame_count_at_FFC = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[88:92])
			# signaltonoise.append(1/np.std(image_array[1:]))
			information_array[i,0] = current_frame_count - frame_count_at_FFC
			# information_array[i,-1] = 1/np.std(image_array[1:])
			information_array[i,-1] = mean_squared_error(image_array[1:],gaussian_filter(image_array[1:],sigma=.3))
			# print(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[76:77])
			# print("start")
			information_array[i,1] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[94:96]) - \
			celcius_to_kelvin(intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[162:166]))
			# information_array[i,2] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[96:98])
			# information_array[i,2] = celcius_to_kelvin(intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[162:166]))
			# information_array[i,4] = information_array[i,1] - information_array[i,2]
			# information_array[i,5] = information_array[i,1] - information_array[i,3]
			# information_array[i,4] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[170:174])
			# information_array[i,5] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[174:178])
			# frame_spacings.append(current_frame_count - frame_count_at_FFC)
			# print(np.argmin(signaltonoise))
			# print(np.argmax(signaltonoise))
			# print(np.min(abs(np.array(frame_spacings))))
			# print("middle")


			mask = information_array[:,0] > 0
			information_df = pd.DataFrame(information_array[mask],columns=["Frame_Spacing","Curr_Temp_Diff","Signal_to_Noise"])
			information_df.to_csv("information_weird_array.csv")
			# information_df = pd.read_csv("information_array.csv")
			information_array = information_df.values
			plt.scatter(information_array[:,0],information_array[:,-1],s=1)
			plt.legend()
			plt.xlabel("Frame_Spacing")
			plt.ylabel("Signal_to_Noise")
			plt.show()
			print(np.max(information_array[:,0]))
			print(information_array[-5:-1,0])

			X = sm.add_constant(information_df.drop(["Signal_to_Noise"],axis=1))

			y = information_df["Signal_to_Noise"]


			end_result = sm.OLS(y,X).fit()
			print(end_result.summary())
			sftp_client.close()

FullTester.ipynb

+1 −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
	# import imageio		# import imageio
	import png		import png
	```		```

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

	``` python		``` python
	scenes = file_extractor("images")		scenes = file_extractor("images")
	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_dict.npy", allow_pickle="TRUE")		list_dic = np.load("first_dict.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_old.append((os.path.getsize(newname + ".tiff")))		# file_sizes_old.append((os.path.getsize(newname + ".tiff")))
	file_sizes_new.append(os.path.getsize("first_dict.npy"))		file_sizes_new.append(os.path.getsize("first_dict.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

	263		263
	263		263
	0.4041666246254766		0.4041666246254766

	%% 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
	0.39729075321671686		0.39729075321671686
	0.4193614393682817		0.4193614393682817
	0.4041666246254766		0.4041666246254766
	0.4028289866441236		0.4028289866441236
	0.3980978882715315		0.3980978882715315
	0.7512288666965683		0.7512288666965683

	%% 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:].astype(np.uint16)		newimage = newimage[1:].astype(np.uint16)
	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))
	# print(0.6485158723863795)		# print(0.6485158723863795)
	```		```

	%% Output		%% Output

	0.6097255182418949		0.6097255182418949
	0.6485158723863795		0.6485158723863795

	%% 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

	0.6493572339400003		0.6493572339400003

	%% 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:].astype(np.uint16)		newimage = newimage[1:].astype(np.uint16)
	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

	0.6169964597214944		0.6169964597214944

	%% 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

	526		526
	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

+11 −11

Original line number	Original line	Diff line number	Diff line
	@@ -211,7 +211,7 @@ def save_testable_images(images, selected_channel, quantity_of_images):
	images = find_only_in_channel(images, selected_channel)		images = find_only_in_channel(images, selected_channel)

	# image_locations = np.random.choice(len(images), quantity_of_images, replace=False)		# image_locations = np.random.choice(len(images), quantity_of_images, replace=False)
	image_locations = np.arange(quantity_of_images) + 5000		image_locations = np.arange(quantity_of_images) + 10000

	selected_images = np.array(images)[image_locations]		selected_images = np.array(images)[image_locations]

	@@ -270,7 +270,7 @@ if __name__ == "__main__":
	images = remote_image_extractor(scenes)		images = remote_image_extractor(scenes)
	images = find_only_in_channel(images, "11")		images = find_only_in_channel(images, "11")
	# average_image = np.array(Image.open("Average_On_Channel(" + "11" + ").tiff"))		# average_image = np.array(Image.open("Average_On_Channel(" + "11" + ").tiff"))
	# save_testable_images(images,"11",3)		save_testable_images(images,"11",5)
	# plt.imshow(color_adjust(average_image),cmap='gray',vmin = 0, vmax=1)		# plt.imshow(color_adjust(average_image),cmap='gray',vmin = 0, vmax=1)
	# plt.show()		# plt.show()

	@@ -287,27 +287,27 @@ if __name__ == "__main__":
	# print(test_image)		# print(test_image)
	plt.subplot(121)		plt.subplot(121)
	plt.imshow(color_adjust(adjust_to_original(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.subplot(122)		# plt.subplot(122)
	# plt.show()		# plt.show()
	# print(gaussian_kernel)		# print(gaussian_kernel)
	little_more_blurred = convolve2d(np.pad(test_image,2, mode = 'edge'),gaussian_kernel, "valid")		# little_more_blurred = convolve2d(np.pad(test_image,2, mode = 'edge'),gaussian_kernel, "valid")
	# print(little_more_blurred)		# print(little_more_blurred)
	print(little_more_blurred.shape)		# print(little_more_blurred.shape)
	# print(little_inverter(gaussian_kernel)@gaussian_kernel)		# print(little_inverter(gaussian_kernel)@gaussian_kernel)
	altered_image = Image.fromarray(little_more_blurred.astype(np.uint16))		# altered_image = Image.fromarray(little_more_blurred.astype(np.uint16))

	altered_image.save("averaged_images(" + "11" + ")/innerfolder" + "/testable.tiff")		# altered_image.save("averaged_images(" + "11" + ")/innerfolder" + "/testable.tiff")
	plt.imshow(color_adjust(little_more_blurred[3:-3,3:-3]),cmap='gray',vmin = 0, vmax=1)		# plt.imshow(color_adjust(little_more_blurred[3:-3,3:-3]),cmap='gray',vmin = 0, vmax=1)
	# plt.show()		# plt.show()
	# renewed_array =		# renewed_array =
	# H = fft(kernel)		# H = fft(kernel)
	# deconvolved = np.real(ifft(fft(signal)np.conj(H)/(Hnp.conj(H) + lambd**2)))		# deconvolved = np.real(ifft(fft(signal)np.conj(H)/(Hnp.conj(H) + lambd**2)))
	back_to_normal = wiener(little_more_blurred,gaussian_kernel,.02,clip=False)		# back_to_normal = wiener(little_more_blurred,gaussian_kernel,.02,clip=False)
	# print(back_to_normal)		# print(back_to_normal)
	# print(back_to_normal.shape)		# print(back_to_normal.shape)

	# plt.imshow(color_adjust(back_to_normal), cmap='gray',vmin = 0, vmax=1)		# plt.imshow(color_adjust(back_to_normal), cmap='gray',vmin = 0, vmax=1)
	plt.show()		# plt.show()
	# newimage = Image.fromarray(test_image - average_image)		# newimage = Image.fromarray(test_image - average_image)
	# newimage.save("NoInterference.tiff")		# newimage.save("NoInterference.tiff")

	@@ -320,6 +320,6 @@ if __name__ == "__main__":
	# 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]])))

	last_image = Image.open("NoInterference.tiff")		# last_image = Image.open("NoInterference.tiff")
	# plt.imshow(color_adjust(np.array(last_image)),cmap='gray',vmin = 0, vmax=1)		# plt.imshow(color_adjust(np.array(last_image)),cmap='gray',vmin = 0, vmax=1)
	# plt.show()		# plt.show()

information_array.csv

0 → 100644

+211894 −0

File added.

Preview size limit exceeded, changes collapsed.

Admin message