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metadata
title: CircuitSketchRecognition
emoji: 👁
colorFrom: blue
colorTo: blue
sdk: streamlit
sdk_version: 1.33.0
app_file: 🤗_Hello.py
pinned: false
license: mit

Circuit Sketch Recognition 👁

About the App

The Circuit Sketch Recognition app demonstrates the power of AI to recognize hand-drawn circuit diagrams. By leveraging advanced models like TrOCR for text recognition and YOLOv8 for component detection, this app showcases how easily computers can understand sketches (Fine tuned on a CGHD-2304 dataset).

Capture GIF Upload GIF

Features

  • Upload or Capture: Upload a picture of your circuit sketch or use your camera to capture one in real-time.
  • Dual Display: View both capture and upload options in a side-by-side format for easy access.
  • Example Gallery: Explore a gallery of recognized sketches to see the accuracy and capabilities of our AI models.

Deployment

Deployed on Streamlit and Hugging Face Spaces:

Streamlit Streamlit App Huggingface Huggingface App

Getting Started

To get started with the Circuit Sketch Recognition app, simply clone the repository and run the 🤗_Hello.py file with Streamlit:

git clone https://github.com/edesaras/CircuitSketchRecognition.git
streamlit run 🤗_Hello.py