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ear-recognition

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biometric-ear-segmentation

umitkacar / biometric-ear-segmentation

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Privacy-first ear biometric segmentation - 99%+ accuracy with <2M parameters for edge authentication and GDPR compliance

computer-vision identity-verification biometric-authentication neural-network-optimization gdpr-compliant ear-recognition edge-security mobile-biometrics lightweight-segmentation iot-authentication privacy-preserving-ai edge-biometrics ear-biometrics facial-recognition-alternative on-device-authentication deep-learning-biometrics sub-100ms-inference arm-deployment biometric-privacy contactless-authentication
  • Updated Oct 27, 2025
  • Python

AljazJus / Ear_recognition_pipeline_using_Siamese_models_on_open_data_sets

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Explore ear-based person recognition using combined deep models. The system developed should be based on ear detection employing the YOLOv8 model and recognition using a Siamese model, enabling person recognition using a single ear image. Several different Siamese models should be evaluated, and the effectiveness of this approach

siamese-network siamese-neural-network ear-detection ear-recognition yolov8 yolov8-detection ear-identification
  • Updated Sep 8, 2024
  • Jupyter Notebook

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