https://github.com/navaneetha123-tech/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.
https://github.com/navaneetha123-tech/signature-recognition-cnn
classification cnn computer-vision deep-learning feature-extraction hog-features image-processing machine-learning pattern-recognition pytorch siamese-cnn signature-recognition signature-verification tensorflow
Last synced: 3 months ago
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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.
- Host: GitHub
- URL: https://github.com/navaneetha123-tech/signature-recognition-cnn
- Owner: NAVANEETHA123-tech
- Created: 2025-03-26T01:14:01.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-26T02:30:00.000Z (over 1 year ago)
- Last Synced: 2025-03-26T02:32:46.837Z (over 1 year ago)
- Topics: classification, cnn, computer-vision, deep-learning, feature-extraction, hog-features, image-processing, machine-learning, pattern-recognition, pytorch, siamese-cnn, signature-recognition, signature-verification, tensorflow
- Language: Jupyter Notebook
- Size: 3.94 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0