aidlearning / Hand-Detection-and-Distance-Estimation

Uses Tensorflow Object Detection API to detect and track hands as well as estimate their distance from the camera

Hand Detection and Distance Estimation

Uses Tensorflow Object Detection API to detect and track hands in real-time, as well as estimate their distance from the camera

Getting Started

Prerequisites

This projects requires that you have Anaconda installed to get the development enviroment installed

Installation

Included is a .yml file that installs the necessary compoments for this to run. Run the following bash file to setup the enviroment and activate it:

bash setup_enviroment.sh

To run the hand detection python script run:

python hand_detection

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Victor Dibia - Real-time Hand Detection
• Adrian Rosebrock - Find distance from a camera to object/marker using Python and OpenCV
• Edje Electronics - Training Custom Object Detector Using Tensorflow
• EgoHands dataset
• VIVA Hand Detection dataset
• Tensorflow Object Detection API