seamese-network

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sAI-2025 / Advanced-Signature-Recognition-System-using-Few-Shot-Learning-and-Siamese-Networks

Signature verification : signature matching with minimal training images per class. Seamese network learns to compare signature pairs and determine whether they belong to the same individual. A K-Nearest Neighbors (KNN) classifier is used to enhance signature classification accuracy

keras knn opencv-python cnn-model triplet-loss tesorflow few-shot-learning few-shot-classifcation skit-learn seamese-network advanced-security-verification

Updated Mar 8, 2025
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royxlead / deep-learning-facial-recognition-python

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Deep Learning Facial Recognition — A Python-based Siamese network implementation for face verification, integrated into a full pipeline from data collection to real-time recognition.

deep-learning python3 seamese-network

Updated May 31, 2026
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