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README.md
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sdk: streamlit
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sdk_version: 1.50.0
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title: PlateVision
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emoji: π
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sdk: streamlit
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short_description: AI-Powered License Plate Detection & Recognition from Images
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# π PlateVision π
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### AI-Powered License Plate Detection & Recognition from Images and Videos
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## π§ Overview
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**PlateVision** is an AI-powered web app built with **Streamlit** that detects and recognizes vehicle license plates from **images** and **videos** using a fine-tuned **YOLO** model and **EasyOCR**.
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It combines **object detection** and **optical character recognition (OCR)** into a simple, intuitive interface where users can upload media files and get annotated outputs in seconds.
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## β¨ Features
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β
Detects license plates from images or videos
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Extracts plate numbers using OCR (EasyOCR)
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β
Displays detection confidence and recognized text
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Supports multiple file formats (`.jpg`, `.jpeg`, `.png`, `.mp4`, `.mkv`)
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β
Real-time progress bar for video processing
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β
Clean Streamlit UI for quick interaction
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β
Outputs processed results with bounding boxes and text overlay
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---
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## π§© Tech Stack
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- **Frontend & UI:** Streamlit
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- **Object Detection:** YOLOv8 (Ultralytics)
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- **OCR Engine:** EasyOCR
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- **Computer Vision:** OpenCV
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- **Video Handling:** MoviePy
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- **Language:** Python 3.9+
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