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Basically it's open cv python project where user can draw any alphabets or number in the frame using his index finger tip and after that our model can recognize which alphabets or number is written.

Python 39.34% CSS 19.56% HTML 41.10%
air-writing flask machine-learning mediapipe mini-project minor-project python opencv

air-writing-and-character-recognition's Introduction

Air-Writing-and-Character-Recognition

Basically it's open cv python project where user can draw any alphabets or number in the frame using his index finger tip and after that our model can recognize which alphabets or number is written.

How To Run

  1. Make sure you have Already installed Python

  2. First Open the CMD and open this Directory and after that run this command

    pip install -r requirement.txt

    after some time all the required packages will be installed

  3. Now run the app.py file

    python app.py

    wait for server to run successfully

  4. Goto the browser and open

    http://127.0.0.1:5000/

Screen Shots

Hand Detect:-

image

Recognize Number:-

image

Recognize Alphabet:-

image

Demo Video:-

Demo.mp4

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