🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

State-of-the-art 2D and 3D Face Analysis Project

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

Specify a github or local repo, github pull request, arXiv or Sci-Hub paper, Youtube transcript or documentation URL on the web and scrape into a text file and clipboard for easier LLM ingestion

Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA …

Open Iris Recognition Inference System (IRIS)

An implementations of fingerprint recognition algorithm

Extract minutiae features from fingerprint images

Code and models for paper "Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge" at International Conference on Biometrics (ICB) 2018

Official Dynamic Graph Representation PyTorch implement for iris/face recognition

Fingerprint enhancement, minutiaes extraction, core point detection, alignment of minutiaes based on core point.

MiDeCon: Minutia Detection Confidence for Unsupervised and Accurate Minutia and Fingerprint Quality Assessment

FingerFlow is an end-to-end deep learning Python framework for fingerprint minutiae manipulation built on top of Keras - TensorFlow high-level API.

Official Implementation of the paper "Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks".

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

Interactive SQL generation via editable step-by-step explanation

ICPRAI 2024

An extensible component for detecting cosmetic contact lenses in iris imagery.

Iris segmentation and localization in unconstrained environments is challenging due to long distances, illumination variations, limited user cooperation, and moving subjects. To address this proble…

Supplementary material for the paper "Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition", published at the Explainable AI for Biometrics Workshop at WACV2022

Fingerprint Minutiae Extraction Algorithm

[ICME 2023 Oral Presentation]

Core components of BQAT

Decode the minutiae templates of fingerprint which is in iso19794-2-2005 format or iso19794-2-2011 format..