Guodong Xu's starred repositories
DepthContrast
DepthContrast self-supervised learning for 3D
3DIoUMatch
[CVPR 2021] PyTorch implementation of 3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection.
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
awesome-NeRF
A curated list of awesome neural radiance fields papers
torch-points-kernels
Pytorch kernels for spatial operations on point clouds
Yolo-Fastest
:zap: Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+
3DMPPE_POSENET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
common-regex
:jack_o_lantern: 常用正则表达式 - 收集一些在平时项目开发中经常用到的正则表达式。
PointAugment
Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)
stylized-neural-painting
Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.
Cylinder3D
Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)
AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.