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Real-Time Sign Language Translator (YOLOv8)

Real-time sign language gesture detection using a custom-trained YOLOv8 model.

Features

  • Webcam-based real-time detection
  • Custom YOLOv8 model trained on labeled gesture data
  • Flask web interface

Tech Stack

  • Python, Flask
  • OpenCV
  • Ultralytics YOLOv8
  • PyTorch

Setup

pip install flask ultralytics opencv-python
python app.py

Model

Weights are stored in Basic-1st.pt. Dataset was labeled and processed using Roboflow.

Usage

Open the web UI, allow camera access, and view real-time sign language detection results.