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The purpose of the project is medical image segmentation

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The purpose of the project is medical image segmentation. In this file, U-Net method is used for segmentation. I want you to develop another method (I prefer ResNet 50) and implement that model to the file I sent you. And you will run the model 4 times: 1- Run the model for the entire dataset, 2- Change the augmentation function and run the model again, 3- Run the model with 250 images, 4- Change the augmentation function and run the model with 250 images again.