https://github.com/pablovela5620/Hand-Detection-and-Distance-Estimation

Uses Tensorflow Object Detection API to detect and track hands as well as estimate their distance from the camera
https://github.com/pablovela5620/Hand-Detection-and-Distance-Estimation

Last synced: 3 months ago
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Uses Tensorflow Object Detection API to detect and track hands as well as estimate their distance from the camera

• Host: GitHub
• URL: https://github.com/pablovela5620/Hand-Detection-and-Distance-Estimation
• Owner: pablovela5620
• License: mit
• Created: 2018-07-03T19:29:39.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2018-08-30T16:45:36.000Z (almost 6 years ago)
• Last Synced: 2024-01-16T12:50:41.294Z (5 months ago)
• Language: Python
• Size: 59.3 MB
• Stars: 68
• Watchers: 5
• Forks: 27
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-autonomous - Hand Detection and Distance Estimation

README

        
# 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

![hand_detection](https://user-images.githubusercontent.com/25287427/42243870-bb1112a0-7ee0-11e8-9054-9bfe80a950a7.gif)

## Getting Started

### Prerequisites

This projects requires that you have [Anaconda](https://www.anaconda.com/download/#linux) 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

bash setup_enviroment.sh

```

To run the hand detection python script run:

``` bash

python hand_detection

```

## License

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

## Acknowledgments

* Victor Dibia - [Real-time Hand Detection](https://github.com/victordibia/handtracking)

* Adrian Rosebrock - [Find distance from a camera to object/marker using Python and OpenCV](https://www.pyimagesearch.com/2015/01/19/find-distance-camera-objectmarker-using-python-opencv/)

* Edje Electronics - [Training Custom Object Detector Using Tensorflow](https://github.com/EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10)

* [EgoHands dataset](http://vision.soic.indiana.edu/projects/egohands/)

* [VIVA Hand Detection dataset](http://cvrr.ucsd.edu/vivachallenge/index.php/hands/hand-detection/)

* [Tensorflow Object Detection API](https://github.com/tensorflow/models/tree/master/research/object_detection)