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Xue Wen's Projects

polarmask icon polarmask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

posefix_release icon posefix_release

Official TensorFlow implementation of "PoseFix: Model-agnostic General Human Pose Refinement Network", CVPR 2019

prml icon prml

PRML algorithms implemented in Python

prtr icon prtr

PRTR: Pose Recognition with Cascade Transformers

psa icon psa

This is an official implementation of "Polarized Self-Attention: Towards High-quality Pixel-wise Regression"

psfrgan icon psfrgan

PyTorch codes for "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", CVPR2021

pst900_thermal_rgb icon pst900_thermal_rgb

ICRA 2020 | Repository for "PST900 RGB-Thermal Calibration, Dataset and Segmentation Network" | C++, Python, PyTorch

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyimsegm icon pyimsegm

Image segmentation - general superpixel segmentation & center detection & region growing

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python icon python

All Algorithms implemented in Python

pytorch-capsule icon pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-image-models_fork icon pytorch-image-models_fork

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

r-fcn icon r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

rdsnet icon rdsnet

implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"

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