Object detection, 3D detection, and pose estimation using center point detection:
Simultaneous object detection and tracking using center points.
Bottom-up Object Detection by Grouping Extreme and Center Points
PyTorch implementation for 3D human pose estimation
Object detection on multiple datasets with an automatically learned unified label space.
Code repository for Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Code repository for Model-based Deep Hand Pose Estimation
StarMap for Category-Agnostic Keypoint and Viewpoint Estimation
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency
My implementation of random forest hand detector from depth image
my implementation of standard random forest classifier
An easy to understand and better performance version of CenterNet
tensorrt5 , centernet , centerface, deform conv, int8
A learning resource repository for 3D machine learning
my implementation of a simple bubble game
Multi Person Pose Estimation
COCO API - Dataset @ http://cocodataset.org/
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone.
The project is official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
Open MMLab Detection Toolbox
A general 3D object detection codebse.
Models and examples built with TensorFlow
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
Code for "6-DoF Object Pose from Semantic Keypoints", ICRA 2017
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019
Code for ECCV 2018 paper - Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image
This is a PyTorch implementation of the ECCV2018 paper "Learning to Navigate for Fine-grained Classification" (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang).
Integral Human Pose Regression
pytorch version of "End-to-end Recovery of Human Shape and Pose"
The project is an official implement of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
End-to-End Wireframe Parsing
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
The devkit of the nuScenes dataset.
Higher-Resolution Networks (HigherHRNets) for Human Pose Estimation
yolov3 with mobilenet v2 and ASFF
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.
The Open Images dataset
An elegant \LaTeX\ résumé template
I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking
PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)
Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper
This repository contains code corresponding to the paper Video based reconstruction of 3D people models.
Learning from Synthetic Humans, CVPR 2017
Code for "Category-Specific Object Reconstruction from a Single Image" CVPR 2015.
Training code for "Associative Embedding: End-to-End Learning for Joint Detection and Grouping"
My fork of XV6 operating system for studying.
Code repo for realtime multi-person pose estimation, without using any person detector.
RMPE: Regional Multi-person Pose Estimation, forked from Caffe. https://fang-haoshu.github.io/publications/rmpe/
Torch Implementation of NIPS'16 paper: Perspective Transformer Nets
This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.
WebApp for Flowstate(OS X and iOS)
Torch implementation of DeepMask and SharpMask
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs
CNN architecture for articulated human pose estimation
Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"
Caffe: a fast open framework for deep learning.
Iterative Error Feedback
Provides the source code for the deep learning components mentioned in "Depth-based hand pose estimation: methods, data, and challenges"