NPRS is a cutting-edge software application designed to recognize and extract license plate information from images, videos, and even in real-time camera feeds. 🕵️♂️
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📸 Image Recognition: Easily process individual images and accurately identify license plates within them.
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📹 Video Processing: Analyze videos frame by frame, extracting license plate numbers from moving vehicles.
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⏰ Real-time Recognition: Perform live recognition from camera feeds, perfect for traffic monitoring and access control.
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🎯 Accuracy and Robustness: Utilizes advanced deep learning to ensure high accuracy across lighting conditions, angles, and plate types.
NPRS employs a seamless process for license plate recognition:
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Vehicle Detection: Identify vehicles using smart object detection techniques.
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License Plate Localization: Pinpoint license plate area within the detected vehicle region.
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Character Segmentation: Isolate individual characters and digits from the license plate.
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Character Recognition: Utilize Optical Character Recognition (OCR) to decipher characters.
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Output Generation: Combine recognized characters to form the complete license plate number.
Customize object detection, character segmentation, and OCR parameters as needed.
Contributions welcome! Submit pull requests for improvements. Maintain coding standards and provide clear details about your changes.