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In browser workout performance measurement using Pose Estimation and TensorFlow.js
Dataset with 8 different body weight exercises from 26 different users and more than 11,000 individual repetitions.
COCO API - Dataset @ http://cocodataset.org/
Repository for all the tutorials and codes shared at cv-tricks.com
Set of helpful scripts for analysis/transformation of datasets used in training pose estimation models.
pose annotation tool for the dont be turtle project
Exercise pose analyzer based on pose estimation
Fitness Camera
Human Pose Annotation Tool
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Models and examples built with TensorFlow
Training repository for OpenPose
Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)
Pose Trainer: Correcting Exercise Pose using Pose Estimation
:dancer: Real-time single person pose estimation for Android and iOS.
Keras Implementation for Stacked Hourglass Network
CocoaPod to analyze body motion and exercise technique
BlazePose - Super fast human pose detection on Tensorflow 2.x
Pretrained models for TensorFlow.js
We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single stage, with high accuracy, without relying on statistical postprocessing methods. The Waterfall module in UniPose leverages the efficiency of progressive filter- ing in the cascade architecture, while maintaining multi- scale fields-of-view comparable to spatial pyramid config- urations. Additionally, our method is extended to UniPose- LSTM for multi-frame processing and achieves state-of-the- art results for temporal pose estimation in Video. Our re- sults on multiple datasets demonstrate that UniPose, with a ResNet backbone and Waterfall module, is a robust and efficient architecture for pose estimation obtaining state-of- the-art results in single person pose detection for both sin- gle images and videos.
Efficient 3D human pose estimation in video using 2D keypoint trajectories
Pose Detection using Machine Learning
Starter code for working with the YouTube-8M 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.