This project takes in an image of a finger, then preprocesses this input image to extract the fingerprint and using SIFT, checks if this fingerprint is already present in the database.
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Jul 18, 2020 - Python
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fingerprint-matching
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This project presents a fingerprint matching system utilizing deep learning. It features multiple models, including VGG-based, SENet, CBAM, Self-Attention, and Dual-Attention architectures. Pre-trained MobileNet models with Self-Attention and SENet are also included. A web application allows for easy demonstration of the model's capabilities.
python fingerprint render artificial-intelligence biometrics pattern-recognition vgg16 vgg19 senet self-attention cbam fingerprint-matching efficientnet streamlit dual-attention-network
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May 24, 2025 - Python
Fingerprint recognition with OpenCV
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Jul 10, 2021 - Python
A fingerprint matching network that treats fingerprint matching as a quadratic assignment problem. Each pore in a fingerprint is treated as a node in a graph. This model utilizes message passing, Graph COnvolution Networks, attention-based top-k network to estimate the most probable fingerprint correspondences
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Sep 9, 2025 - Python
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