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🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Caffe Re-implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" [Qi et al., CVPR 2017]
3D Hand Tracking using input from a depth sensor.
Fast and accurate 3D hand pose estimation from single depth images
Provides the source code for the deep learning components mentioned in "Depth-based hand pose estimation: methods, data, and challenges"
OpenGP / hmodel
Forked from anastasia-tkach/hmodel-cpp-publicSphere Meshes for Real-Time Hand Modeling and Tracking
Code repository for Model-based Deep Hand Pose Estimation
Semi-automatic 3D annotation of articulated structures, e.g. hands
Improving Fast And Accurate 3D Hand Pose Estimation
Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"
Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018
Code to evaluate model of paper "Cross-modal Deep Variational Hand Pose Estimation"
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs
Code for "Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation", Neurocomputing 2020
Real-time Hand Gesture Recognition using Depth Images
a software library containing BLAS functions written in OpenCL
Supervised Descent Method Apply to Face Alignment, and Head Pose Estimation with Linear Regression. It is cross-platfrom, easily compile in windows, ubuntu, even in Android & iOS.
OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html
Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"
Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
An Open Source Machine Learning Framework for Everyone