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shiontao's Projects

torch-cam icon torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

transoar icon transoar

A 3D medical Detection Transformer library.

tresnet icon tresnet

TResNet: High Performance GPU-Dedicated Architecture

ttach icon ttach

Image Test Time Augmentation with PyTorch!

ufldl_tutorial icon ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

ugir icon ugir

Uncertainty-Guided Interactive Refinement for Segmentation

unet-zoo icon unet-zoo

Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.

video_repres_sts icon video_repres_sts

Pytorch implementation of Self-supervised Video Representation Learning by Uncovering Motion and Appearance Statistics

vnet.pytorch icon vnet.pytorch

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

vnet3d icon vnet3d

Volume Medical Image Segmentation

weighted-boxes-fusion icon weighted-boxes-fusion

Set of methods to ensemble boxes from object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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