Commit 824f26de authored by Bryce Hepner's avatar Bryce Hepner
Browse files

big code run

parent 5d150231

FPNprojstart.py

+4 −4
Original line number Original line Diff line number Diff line
@@ -56,14 +56,14 @@ information_array = np.zeros((len(images),3)) 
def celcius_to_kelvin(celcius):

def celcius_to_kelvin(celcius):

    return celcius + 273.15

    return celcius + 273.15





for i in range(1000):

for i in range(len(images)):

    image_array = np.array(Image.open(sftp_client.open(images[i]))).astype(np.uint16)

    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])

    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])

    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:]))

    # signaltonoise.append(1/np.std(image_array[1:]))

    information_array[i,0] = current_frame_count - frame_count_at_FFC

    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] = 1/np.std(image_array[1:])

    information_array[i,-1] = mean_squared_error(gaussian_filter(image_array[1:],sigma=.2),image_array[1:])

    information_array[i,-1] = mean_squared_error(gaussian_filter(image_array[1:],sigma=.4),image_array[1:])

    # print(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[76:77])

    # print(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[76:77])

    # print("start")

    # print("start")

    information_array[i,1] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[94:96]) - \

    information_array[i,1] = intarray_to_uint32(repopulate_array_with_bitstring(uint16_array_to_bitstring(image_array[0]))[94:96]) - \
@@ -91,8 +91,8 @@ plt.legend() 
plt.xlabel("Frame_Spacing")

plt.xlabel("Frame_Spacing")

plt.ylabel("Signal_to_Noise")

plt.ylabel("Signal_to_Noise")

plt.show()

plt.show()

print(np.max(information_array[:,0]))

# print(np.max(information_array[:,0]))

print(information_array[-5:-1,0])

# print(information_array[-5:-1,0])





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

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

information_weird_array.csv

+997 −1971

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