Ecosyste.ms: Awesome

https://github.com/pronzzz/fingerprint-classification

Automated fingerprint classification using the Socofing dataset, leveraging machine learning to categorize fingerprints into arches, loops, and whorls for enhanced biometric identification. Project covers data analysis, model development, and evaluation to improve security and authentication systems.

automated-identification-process biometric-authentication biometrics convolutional-neural-networks cross-validation data-preprocessing decision-trees deep-learning feature-extraction fingerprint-classification hyperparameter-optimization image-classification machine-learning pattern-recognition performance-metrics socofing support-vector-machines

Last synced: 16 Nov 2024