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1. Semantic-Segmentation-ArchitectureSemantic-Segmentation-ArchitecturePublic

   A repository contains the code for various semantic segmentation in TensorFlow and PyTorch framework.

   Python 161 73

2. Multiclass-Segmentation-in-PyTorchMulticlass-Segmentation-in-PyTorchPublic

   This repository contains PyTorch implementations for multiclass image segmentation using the U-Net architecture. It focuses on segmenting multiclass weeds in agricultural images, demonstrating the …

   Python 10 4

3. Deep-Residual-UnetDeep-Residual-UnetPublic

   ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

   Jupyter Notebook 234 56

4. TGANetTGANetPublic

   TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]

   Python 77 10

5. DDANetDDANetPublic

   DDANet: Dual Decoder Attention Network for automatic Polyp Segmentation [International Conference on Pattern Recognition 2021]

   Python 32 7

6. FANetFANetPublic

   FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation [IEEE Transactions on Neural Networks and Learning Systems]

   Python 33 8