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1. SAM-ViT-Model SAM-ViT-Model Public

   This repository contains code for a masking approach using the SAM-ViT (Self-Attention Mechanism for Vision Transformers) model, tailored for segmentation tasks

   Jupyter Notebook

2. DeepLabv3 DeepLabv3 Public

   This repository implements the DeepLabV3 model for semantic segmentation, using a training approach involving image patching and selective patch removal based on mask content. This method has led t…

   Jupyter Notebook

3. R2AttentionUnet R2AttentionUnet Public

   This repository implements the R2attention Unet model for semantic segmentation, with a unique training approach involving image patching and selective patch removal based on mask content. The appr…

   Jupyter Notebook

4. Unimatch Unimatch Public

   This project is designed for the segmentation of kerogen images using a semi-supervised learning approach. The code leverages PyTorch and the segmentation_models_pytorch library to implement a deep…

   Python