Debesh Jha
Debesh Jha
2020-CBMS-DoubleU-Net
Official implementation of DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
ResUNetPlusPlus
Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
ResUNetPlusPlus-with-CRF-and-TTA
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
ColonSegNet
Official implementation of ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)
NanoNet
Official implementation of NanoNet: Real-time medical Image segmentation architecture (IEEE CBMS)
GastroVision
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection https://drive.google.com/drive/folders/1T35gqO7jIKNxC-gVA2YVOMdsL7PSqeAa?usp=sharing
TransNetR
Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)
PolypGen
A multi-centre polyp detection and segmentation dataset for generalisability assessment https://www.nature.com/articles/s41597-023-01981-y