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Amr-Abdellatif/U-Net-from-scratch-using-PyTorch-for-Image-segmentation-tasks

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README.md

README.md

 
 

image_segmentation_UNET.ipynb

image_segmentation_UNET.ipynb

 
 

image_segmentation_using_pytorch_kaggle_dataset_with_transposed_convolution.ipynb

image_segmentation_using_pytorch_kaggle_dataset_with_transposed_convolution.ipynb

 
 

image_segmentation_using_pytorch_kaggle_dataset_without_transposed_convolution.ipynb

image_segmentation_using_pytorch_kaggle_dataset_without_transposed_convolution.ipynb

 
 

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In this repo i implmented the following:

1. image segmentation model for capture of fine details [without transposed convs]

2. image segmentation model for capture of Large details [with transposed convs]

3. image segmentation model for capture of both Large and Small details [UNet architecture]

All of these notebooks are implmented in PyTorch

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U-Net from scratch using PyTorch for Image-segmentation-tasks

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pytorch unet unet-image-segmentation

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