Name: Debesh Jha
Type: User
Company: Northwestern University
Bio: Senior research associate working on medical image analysis using deep learning.
Twitter: debesh_jha
Location: Chicago, USA
Blog: http://debeshjha.com/
pytorch-segmentation-multi-models
Pytorch implementation for Semantic Segmentation with multi models (Deeplabv3, Deeplabv3_plus, PSPNet, UNet, UNet_AutoEncoder, UNet_nested, R2AttUNet, AttentionUNet, RecurrentUNet,, SEGNet, CENet, DsenseASPP, RefineNet, RDFNet)
pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
reproducible_models
Reproducible deep learning models with weight files for method comparison.
resunet
Pytorch implementation of ResUnet and ResUnet ++
resunetplusplus
Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)
resunetplusplus-pytorch-
PyTorch implementation of ResUNet++ for Medical Image segmentation
resunetplusplus-with-crf-and-tta
Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
scikit-image
Image processing in Python
segmentation_models
Segmentation models with pretrained backbones. Keras.
sinet-v2
Concealed Object Detection (SINet-V2, IEEE TPAMI 2021)
statannot
add statistical annotations (pvalue significance) on an existing boxplot generated by seaborn boxplot
stcn
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
tensorboard
TensorFlow's Visualization Toolkit
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow-1
Graphcore port of TensorFlow for the IPU
tf-image-segmentation
Image Segmentation framework based on Tensorflow and TF-Slim library
transnetr
Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)
transresunet
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
transrupnet
TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)
transunet
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
uit-thesis
LaTeX document class for writing theses
unet-insturment-segmentation
Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
vps
Video Polyp Segmentation (VPS)
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
