GitHub / CatExec / signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CatExec%2Fsignature-recognition-cnn

Topics: cnn, computer-vision, deep-learning, feature-extraction, hog-features, image-processing, machine-learning, pattern-recognition, pytorch, siamese-cnn, sift, signature-recognition, signature-verification, tensorflow

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• Readme
• Dependencies