Hand gesture detection project with aweome UI implementation.

Overview

Contributors Forks Stargazers Issues MIT License LinkedIn


Awesome Hand Gesture Detection

An awesome hand gesture detection project for you to be creative! Imagination is the limit to do with this project.

Report Bug · Request Feature

hand gesture 1

Table of Contents
  1. About The Project
  2. Getting Started
  3. Usage
  4. Roadmap
  5. Contributing
  6. License
  7. Contact
  8. Acknowledgements

About The Project

![Product Name Screen Shot][product-screenshot]

Artificial Intelligence is paving it's way into world greatly. Using hand gestures to get the job done is an important feature that we can use to get the best out of AI. I found that there are scattered repos on this topic over the internet, I thought of making an app using this AI and publish it. So that people like you can learn all of from one place and can use that as an app anywhere they want.

If you are here because:

  • You want to learn about using AI hand gestures to solve a problem
  • You don't want to roam around sites to learn different parts of hand gestures AI.
  • You love AI

Then you are at the right repo. Let's build something amazing then. If you get the time and love my repo then please consider giving it a star and follow :)

hand gesture 2

A list of commonly used resources that I find helpful are listed in the acknowledgements.

Built With

You cannot run this program in Google Colab. Because we will use webcam in this project. To run it in Googel Colab your would have change the code of webcam video streaming part.

Getting Started

To get started with this project to run locally follow the steps below. After that you will be ready to go.

Prerequisites

Please clone the repo using the following command in your git bash. Or you choose to use the Clone option at the top right corner of this page to copy the link and clone it into your IDE directly.

  • Clone the repo
    git clone https://github.com/AR-Ashraf/awesome-hand-gesture-detection.git

Installation

  1. Install PyQt5 to implement layout design of the app from QT Designer
    pip install pyqt5  
  2. Install OpenCV to customize the images and video stream from webcam.
    pip install opencv-python
  3. Install Mediapipe to implement ML technology to detect hand and landmarks.
    pip install mediapipe

Usage

Use this project to make awesome apps or softwares implementing hand gesture feature. Be creative!

For more examples, please refer to the Link

Roadmap

See the open issues for a list of proposed features (and known issues).

Contribution

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

  1. Fork the Project
  2. Create your Dev Branch (git checkout -b dev/HandGestureFeature)
  3. Commit your Changes (git commit -m 'Add some HandGestureFeature')
  4. Push to the Branch (git push origin dev/HandGestureFeature)
  5. Open a Pull Request

License

Distributed under the MIT License. See LICENSE for more information.

Contact

LinkedIn - Ashraful Islam - Send me a connection request and let's get to know each other.

My Other Projects: Projects

Acknowledgements

Owner
AR Ashraf
AI Practitioner | Full Stack Developer | Entrepreneur |
AR Ashraf
Python rubik's cube solver

This program makes a 3D representation of a rubiks cube and solves it step by step.

Pablo QB 4 May 29, 2022
Rubik's Cube in pygame with OpenGL

Rubik Rubik's Cube in pygame with OpenGL The script show on the screen a Rubik Cube buit with OpenGL. Then I have also implemented all the possible mo

Gabro 2 Apr 15, 2022
Neural search engine for AI papers

Papers search Neural search engine for ML papers. Demo Usage is simple: input an abstract, get the matching papers. The following demo also showcases

Giancarlo Fissore 44 Dec 24, 2022
ERQA - Edge Restoration Quality Assessment

ERQA - a full-reference quality metric designed to analyze how good image and video restoration methods (SR, deblurring, denoising, etc) are restoring real details.

MSU Video Group 27 Dec 17, 2022
pulse2percept: A Python-based simulation framework for bionic vision

pulse2percept: A Python-based simulation framework for bionic vision Retinal degenerative diseases such as retinitis pigmentosa and macular degenerati

67 Dec 29, 2022
Code for the paper "Controllable Video Captioning with an Exemplar Sentence"

SMCG Code for the paper "Controllable Video Captioning with an Exemplar Sentence" Introduction We investigate a novel and challenging task, namely con

10 Dec 04, 2022
[ICCV, 2021] Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks

Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks This is an official PyTorch code repository of the paper "Cloud Transformers:

Visual Understanding Lab @ Samsung AI Center Moscow 27 Dec 15, 2022
Aloception is a set of package for computer vision: aloscene, alodataset, alonet.

Aloception is a set of package for computer vision: aloscene, alodataset, alonet.

Visual Behavior 86 Dec 28, 2022
Code for the paper: Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution

Fusformer Code for the paper: "Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution" Plateform Python 3.8.5 + Pytor

Jin-Fan Hu (胡锦帆) 11 Dec 12, 2022
PyNeuro is designed to connect NeuroSky's MindWave EEG device to Python and provide Callback functionality to provide data to your application in real time.

PyNeuro PyNeuro is designed to connect NeuroSky's MindWave EEG device to Python and provide Callback functionality to provide data to your application

Zach Wang 45 Dec 30, 2022
Make OpenCV camera loops less of a chore by skipping the boilerplate and getting right to the interesting stuff

camloop Forget the boilerplate from OpenCV camera loops and get to coding the interesting stuff Table of Contents Usage Install Quickstart More advanc

Gabriel Lefundes 9 Nov 12, 2021
A simple component to display annotated text in Streamlit apps.

Annotated Text Component for Streamlit A simple component to display annotated text in Streamlit apps. For example: Installation First install Streaml

Thiago Teixeira 312 Dec 30, 2022
This is a project to detect gestures to zoom in or out, using the real-time distance between the index finger and the thumb. It's based on OpenCV and Mediapipe.

Pinch-zoom This is a python project based on real-time hand-gesture detection, to zoom in or out, using the distance between the index finger and the

Harshit Bhalla 6 Jul 11, 2022
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

SEE: Towards Semi-Supervised End-to-End Scene Text Recognition Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text

Christian Bartz 572 Jan 05, 2023
OCR, Scene-Text-Understanding, Text Recognition

Scene-Text-Understanding Survey [2015-PAMI] Text Detection and Recognition in Imagery: A Survey paper [2014-Front.Comput.Sci] Scene Text Detection and

Alan Tang 354 Dec 12, 2022
This can be use to convert text in a file to handwritten text.

TextToHandwriting This can be used to convert text to handwriting. Clone this project or download the code. Run TextToImage.py give the filename of th

Ashutosh Mahapatra 2 Feb 06, 2022
Repository for Scene Text Detection with Supervised Pyramid Context Network with tensorflow.

Scene-Text-Detection-with-SPCNET Unofficial repository for [Scene Text Detection with Supervised Pyramid Context Network][https://arxiv.org/abs/1811.0

121 Oct 15, 2021
Omdena-abuja-anpd - Automatic Number Plate Detection for the security of lives and properties using Computer Vision.

Omdena-abuja-anpd - Automatic Number Plate Detection for the security of lives and properties using Computer Vision.

Abdulazeez Jimoh 1 Jan 01, 2022
a Deep Learning Framework for Text

DeLFT DeLFT (Deep Learning Framework for Text) is a Keras and TensorFlow framework for text processing, focusing on sequence labelling (e.g. named ent

Patrice Lopez 350 Dec 19, 2022