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GAN.py
GAN.py
 
 
README.md
README.md
 
 
all_in_one.py
all_in_one.py
 
 
dataset.py
dataset.py
 
 
dataset.pyc
dataset.pyc
 
 
generate_masks.py
generate_masks.py
 
 
generate_masks.pyc
generate_masks.pyc
 
 
loss.py
loss.py
 
 
loss_original.py
loss_original.py
 
 
masks.png
masks.png
 
 
masks1.png
masks1.png
 
 
models.py
models.py
 
 
overlay.png
overlay.png
 
 
overlay1.png
overlay1.png
 
 
prepare_train_val.py
prepare_train_val.py
 
 
prepare_train_val.pyc
prepare_train_val.pyc
 
 
requirements.txt
requirements.txt
 
 
result.png
result.png
 
 
result2.png
result2.png
 
 
result3.png
result3.png
 
 
rgb.png
rgb.png
 
 
rgb1.png
rgb1.png
 
 
train.py
train.py
 
 
train.sh
train.sh
 
 
transforms.py
transforms.py
 
 
utils.py
utils.py
 
 
utils.pyc
utils.pyc
 
 
validation.py
validation.py
 
 

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Polyp Detection with 2D Gussain shape

This code is to predict Gaussain shapes for polyp regions in the input image You need to have orginal images and Gussain graund-truth masks in order to train the model. This code will be updated soon with more details

Training data structure

------> data ------> train ------> polyp ------> images, masks

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