diabetic retinopathy: assignment

[JonathanChiang]

data: unzip files
cat train.zip.*>train.zip

[JonathanChiang]

understand labels

[JonathanChiang]

pip3 install Theano

[JonathanChiang]

• split images to 3200 (positive), 3200 (negative)
• relabel 0 as negative
• relabel 2-5 as positive
• 800 negative vs 800 positive for testing
• split on right eye only
• achieve 65 percent test accuracy/validation

[JonathanChiang]

• split words

• file_names_train = os.listdir(path + 'train/')

• print(file_names_train)

• test_case = '7419_right.jpeg'

• test_case.split('_')[1].split('.')[0]