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A newer version of the Streamlit SDK is available: 1.56.0

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metadata 
title: License Plate Recognition
emoji: 🚗
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.52.2
app_file: app.py
pinned: false

🚗 License Plate Recognition App

This Streamlit app uses a YOLOv8 model to detect and recognize license plates in uploaded images. It’s deployed on Hugging Face Spaces and runs entirely in the browser.

🔍 Features

  • Upload an image (JPG/PNG)
  • Detect license plates using YOLOv8
  • Display bounding boxes and plate labels
  • Show detection summary with class counts

🧠 Model

  • Trained on a custom dataset of vehicle license plates
  • YOLOv8 architecture (Ultralytics)
  • Inference powered by ultralytics and Pillow

🛠️ Tech Stack

  • Streamlit
  • Ultralytics YOLO
  • Pillow
  • Python 3.11

📦 Installation (for local use) 

pip install -r requirements.txt
streamlit run app.py