grvnair / indian-sign-language-detection

Building Indian Sign Language Detection Model using YOLOv8

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

indian-sign-language-detection

Building Indian Sign Language Detection Model using YOLOv8

Project Pipeline:

  1. Data Collection - Initially, we will capture images of 3 letters(A, B, and C) and build a model. ~100 images for each letter.
  2. Data Processing - Annotating dataset using labelImg.
  3. Training the Model - Train the model using YOLOv8.
  4. Testing - Calculate mAP values.

ISL Fig

About

Building Indian Sign Language Detection Model using YOLOv8


Languages

Language:Jupyter Notebook 98.6%Language:Python 1.4%