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Name: Alka Ranjan
Type: User
Name: Alka Ranjan
Type: User
Bio-key-Generation in python
Implemented a robust biometric security system utilizing the Fuzzy Vault Technique to lock and encrypt biometrics such as fngerprints and palmprints with a unique key. Employed Polynomial Reconstruction and Lagrange interpolation algorithms for secure unlocking of the encrypted biometric data.
A revocable fingerprint template generation using cartesian transformation to prevent privacy and security concerns. The system does fingerprint matching on the transformed templates, and is able to recover the original hash of the fingerprint template by using reed-solomon error correction mechanism.
Practicing Encryption/Decryption Algorithms
Quantum-resistent asymmetric key generation tool for digital signatures.
Anonymize data using AES-128 encryption/decryption algorithm.
Differentially Private Deep Learning in PyTorch
Privacy mechanisms for decentralized fingerprint-based authentication
Texture and Minutia fusion via multi algorithm feature fusion
FingerFlow is an end-to-end deep learning Python framework for fingerprint minutiae manipulation built on top of Keras - TensorFlow high-level API.
FingerNet is an universal deep ConvNet for extracting fingerprint representations including orientation field, segmentation, enhenced fingerprint and minutiae.
Pytorch implementation of paper "Estimating Fingerprint Pose via Dense Voting"
Implementation of Deep Print, a Deep Learning based fixed-length Fingerprint Representation extractor, and various experiments with such architectures. See: https://arxiv.org/abs/2307.08615
A simplified implementation of the fuzzy vault algorithm for biometric data
Source code for paper "HashNet: Deep Learning to Hash by Continuation" on ICCV-2017
Improved DP-SGD for optimizing
Tasks that allow students to learn the basics of image processing, esp Fingerprint processing.
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
Fingerprint recognition with OpenCV
Code for the Secure Triplet Loss approach for biometric template security.
Few Shot Learning by Siamese Networks, using Keras.
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
Testing VAN for fingerprint
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.