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
Resizing Canny Countour In Python

Resizing_Canny_Countour Install Visual Studio Code , https://code.visualstudio.com/download Select Python and install with terminal( pip install openc

Walter Ng 1 Nov 07, 2021
question‘s area recognition using image processing and regular expression

======================================== Paper-Question-recognition ======================================== question‘s area recognition using image p

Yuta Mizuki 7 Dec 27, 2021
Links to awesome OCR projects

Awesome OCR This list contains links to great software tools and libraries and literature related to Optical Character Recognition (OCR). Contribution

Konstantin Baierer 2.2k Jan 02, 2023
2 telegram-bots: for image recognition and for text generation

💻 📱 Telegram_Bots 🔎 & 📖 2 telegram-bots: for image recognition and for text generation. About Image recognition bot: User sends a photo and bot de

Marina Polukoshko 1 Jan 27, 2022
Python bindings for JIGSAW: a Delaunay-based unstructured mesh generator.

JIGSAW: An unstructured mesh generator JIGSAW is an unstructured mesh generator and tessellation library; designed to generate high-quality triangulat

Darren Engwirda 26 Dec 13, 2022
Camelot: PDF Table Extraction for Humans

Camelot: PDF Table Extraction for Humans Camelot is a Python library that makes it easy for anyone to extract tables from PDF files! Note: You can als

Atlan Technologies Pvt Ltd 3.3k Dec 31, 2022
A pure pytorch implemented ocr project including text detection and recognition

ocr.pytorch A pure pytorch implemented ocr project. Text detection is based CTPN and text recognition is based CRNN. More detection and recognition me

coura 444 Dec 30, 2022
FOTS Pytorch Implementation

News!!! Recognition branch now is added into model. The whole project has beed optimized and refactored. ICDAR Dataset SynthText 800K Dataset detectio

Ning Lu 599 Dec 19, 2022
BD-ALL-DIGIT - This Is Bangladeshi All Sim Cloner Tools

BANGLADESHI ALL SIM CLONER TOOLS INSTALL TOOL ON TERMUX $ apt update $ apt upgra

MAHADI HASAN AFRIDI 2 Jan 19, 2022
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
CellProfiler is a open-source application for biological image analysis

CellProfiler is a free open-source software designed to enable biologists without training in computer vision or programming to quantitatively measure phenotypes from thousands of images automaticall

CellProfiler 732 Dec 23, 2022
Text layer for bio-image annotation.

napari-text-layer Napari text layer for bio-image annotation. Installation You can install using pip: pip install napari-text-layer Keybindings and m

6 Sep 29, 2022
A dataset handling library for computer vision datasets in LOST-fromat

A dataset handling library for computer vision datasets in LOST-fromat

8 Dec 15, 2022
7th place solution

SIIM-FISABIO-RSNA-COVID-19-Detection 7th place solution Validation: We used iterative-stratification with 5 folds (https://github.com/trent-b/iterativ

11 Jul 17, 2022
✌️Using this you can control your PC/Laptop volume by Hand Gestures created with Python.

Hand Gesture Volume Controller ✋ Hand recognition 👆 Finger recognition 🔊 you can decrease and increase volume Demo Code Firstly I have created a Mod

Abbas Ataei 19 Nov 17, 2022
Detect textlines in document images

Textline Detection Detect textlines in document images Introduction This tool performs border, region and textline detection from document image data

QURATOR-SPK 70 Jun 30, 2022
A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

1 Dec 22, 2021
SemTorch

SemTorch This repository contains different deep learning architectures definitions that can be applied to image segmentation. All the architectures a

David Lacalle Castillo 154 Dec 07, 2022
Sign Language Recognition service utilizing a deep learning model with Long Short-Term Memory to perform sign language recognition.

Sign Language Recognition Service This is a Sign Language Recognition service utilizing a deep learning model with Long Short-Term Memory to perform s

Martin Lønne 1 Jan 08, 2022
Deep Learning Chinese Word Segment

引用 本项目模型BiLSTM+CRF参考论文:http://www.aclweb.org/anthology/N16-1030 ,IDCNN+CRF参考论文:https://arxiv.org/abs/1702.02098 构建 安装好bazel代码构建工具,安装好tensorflow(目前本项目需

2.1k Dec 23, 2022