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- title: Plate Vision
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- emoji: πŸ‘
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ title: PlateVision
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+ emoji: πŸš—
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+ short_description: AI-Powered License Plate Detection & Recognition from Images
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+ ---
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+ # πŸš— PlateVision πŸ”
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+ ### AI-Powered License Plate Detection & Recognition from Images and Videos
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+ ---
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+ ## 🧠 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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+ ## ✨ Features
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+ βœ… Detects license plates from images or videos
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+ βœ… Extracts plate numbers using OCR (EasyOCR)
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+ βœ… Displays detection confidence and recognized text
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+ βœ… Supports multiple file formats (`.jpg`, `.jpeg`, `.png`, `.mp4`, `.mkv`)
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+ βœ… Real-time progress bar for video processing
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+ βœ… Clean Streamlit UI for quick interaction
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+ βœ… Outputs processed results with bounding boxes and text overlay
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+ ---
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+ ## 🧩 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+