-> SketchedArt

Recognize hand-drawn sketches with a lightweight CNN model. Featuring a modern Gradio interface for testing and a FastAPI backend for integration. Built with PyTorch.

📌 Features

• CNN-based sketch recognition using PyTorch
• FastAPI REST API for backend use
• Gradio UI for real-time sketch testing
• Lightweight, CPU-friendly environment
• Run locally in VS Code with ease

🚀 Quick Start

1. Clone the Repository

git clone git@github.com:harshitdhar9/SketchedArt.git
cd SketchedArt

2. Create & Activate Virtual Environment

#On mac/linux
python3 -m venv venv
source venv/bin/activate

#On windows
python -m venv venv
venv\Scripts\activate

3. Install Dependencies

pip install -r requirements.txt

4. Gradio UI

cd gradio_ui
python app.py

5.FastAPI Backend

cd backend
uvicorn app:app --reload