# deep-gesture-recognition

**Repository Path**: York-Fu/deep-gesture-recognition

## Basic Information

- **Project Name**: deep-gesture-recognition
- **Description**: Hand gesture recognition using deep learning
- **Primary Language**: Unknown
- **License**: GPL-3.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-11-07
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# deep-gesture-recognition
Open-source gesture recognition using deep learning

This repo contains the code for detecting hand gestures using deep learning.

## Installation
1. Clone this repository: https://github.com/2vin/deep-gesture-recognition
2. Install dependencies using - pip install -r requirements.txt
3. Run the command - python inf_gesture.py
4. In order to change camera index or video path, edit the 'VideoCapture' command in the file 'inf_gesture.py'

## Supported Gestures
We have open-sources this model with three supported gestures

![](https://raw.githubusercontent.com/2vin/deep-gesture-recognition/master/data/palm_gesture.jpg "PALM")    ![](https://raw.githubusercontent.com/2vin/deep-gesture-recognition/master/data/ok_gesture.jpeg "OK")     ![](https://raw.githubusercontent.com/2vin/deep-gesture-recognition/master/data/thumb_gesture.jpeg "THUMB")


## Results

This model can detect three of the above mentioned gestures under varying pose, lighting and rotation. Have a look at how it performed on realtime camera feed.

![gesture Recognition](https://raw.githubusercontent.com/2vin/deep-gesture-recognition/master/data/gesture.gif "Results")

For more details, contact me on www.connect.vin