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Open_PTrack porting to Ubuntu 16.04 and ROS Kinetic
Human tracking for multi-Kinect systems around a robot on ROS
My undergraduate final year project in SYSU.
kv2streamer is a library that allows developers to access the new Kinect V2 sensor data and tracking capabilities from non-windows OS. It provides a server-side application that can stream out Kinect V2 data to multiple client-side applications accessing the client-side API running on non-windows OS over LAN.
Proof of concept of a mixed reality application for the Microsoft HoloLens 2 integrating object recognition using cloud computing and real-time on-device markerless object tracking. The augmented objects provide interaction using hand input, eye-gaze, and voice commands to verify the tracking result visually.
Latent RANSAC implementation, based on USAC
Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"
Code release for "learning to find good correspondences" CVPR 2018
A C++11 multithread library for image retrieval
Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)
Pipeline to detect the 3D pose of known objects. It builds upon the opencv implementation of the LINE-MOD algorithm.
LiveScan3D is a system designed for real time 3D reconstruction using multiple Kinect v2 depth sensors simultaneously at real time speed.
A Unity application for receiving and rendering point clouds on Hololens and other devices.
Python and C++ implementation of "MarkerPose: Robust real-time planar target tracking for accurate stereo pose estimation". Accepted at LXCV @ CVPR 2021.
Instance segmentation aided 6D object pose tracking using an Unscented Kalman Filter
MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving Objects
Code for my master thesis: Vehicle Detection and Pose Estimation for Autonomous Driving
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
HTTP server to stream your OpenCV processing in C++
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
We present MocapNET, an ensemble of SNN encoders that estimates the 3D human body pose based on 2D joint estimations extracted from monocular RGB images. MocapNET provides BVH file output which can be rendered in real-time or imported without any additional processing in most popular 3D animation software. The proposed architecture achieves 3D human pose estimations at state of the art rates of 400Hz using only CPU processing.
Robust 6D Object Pose Estimation with Stochastic Congruent Sets
Models built with TensorFlow
Unsupervised single image depth prediction with CNNs
Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)
Annotation tool for trainning ssd and YOLO of VOC-like dataset
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.