Albumentations on GitHub in Security and biometrics
Used in 313 public GitHub repositories
Biometrics, identity verification, re-identification, liveness, and visual security.
Public examples
Top public GitHub repositories
Showing the top 100
State-of-the-art 2D and 3D Face Analysis Project
28,784 stars6,062 forksA Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
22,929 stars3,141 forksJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
2,494 stars643 forksAwesome Person Re-identification
1,346 stars199 forksa self-hosted webui for 30+ generative ai
1,134 stars133 forksA comprehensive benchmark of deepfake detection
1,050 stars184 forksA prize winning solution for DFDC challenge
867 stars224 forksyolov8 face detection with landmark
805 stars103 forksTowards deepfake detection that actually works
650 stars199 forksgradio WebUI for AdvancedLivePortrait
528 stars52 forksA comprehensive face analysis library that provides unified APIs for various face-related tasks
370 stars95 forksOfficial repository for the next-generation deepfake detection dataset (DF40), comprising 40 distinct deepfake techniques, even the just released SoTAs. Our work has been accepted by NeurIPS 2024.
336 stars22 forksVideo Face Manipulation Detection Through Ensemble of CNNs
278 stars102 forksThe code of multi-attention deepfake detection
277 stars56 forksCode for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
268 stars69 forks[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376
268 stars44 forks[WACV23] A strong baseline for body part-based person re-identification
254 stars22 forkstowards the solving spoofing problem
192 stars46 forksThe official implementation for LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
177 stars18 forksA prize winning solution for Multimedia Deepfake Detection competition.
176 stars16 forks2nd place solution for Kaggle Deepfake Detection Challenge
166 stars41 forks[2020-CVPR]Data Uncertainty Learning in Face Recognition
166 stars31 forks3rd place solution for the Deepfake Detection Challenge on Kaggle
163 stars28 forksImplementation for CVPR 2015 Paper: "An Improved Deep Learning Architecture for Person Re-Identification".
147 stars70 forksOfficial code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
142 stars14 forksAnimal identification using face recognition based methods
125 stars25 forks- 120 stars14 forks
PyDeepFakeDet is an integrated and scalable tool for Deepfake detection.
114 stars17 forksAn open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!
112 stars17 forksAn Open Source DeepFake Detection Platform
110 stars38 forks[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes
104 stars11 forks[ICLR 2026 Oral] Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning.
98 stars7 forksDetermine whether a given video sequence has been manipulated or synthetically generated
97 stars21 forks[CVPR 2023 Highlight] Official implementation of the paper: "AltFreezing for More General Video Face Forgery Detection"
96 stars16 forks(CVPR 2023) Instance-Aware Domain Generalization for Face Anti-Spoofing
96 stars6 forksAccepted by CVPR Workshop 2024
94 stars25 forksBenchmarks for Corruption Invariant Person Re-identification. [NeurIPS 2021 Track on Datasets and Benchmarks]
92 stars17 forksExperiment about Deep Person Re-identification with EfficientNet-v2
83 stars21 forksVerifyVision-Pro是一个全面的图像伪造篡改检测解决方案，利用深度学习（deep learning）和计算机视觉技术（cv）精确识别各类图像篡改，包括deepfake、AI生成内容、拼接操作和复制-移动篡改。基于PyTorch实现，集成了从数据处理、模型训练到部署的完整工作流程。
81 stars12 forksThis repo is the official implementation of “Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection”. Accepted by AAAI-2024.
78 stars7 forksThis project contains the ClonedPerson dataset and code described in our paper "Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification".
77 stars7 forksblurs faces in video
75 stars9 forksCode for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transactions on Information Forensics and Security.
69 stars13 forks[IEEE TPAMI 2025] Privacy-Preserving Biometric Verification With Handwritten Random Digit String
69 stars0 forksTraining codebase for our solution to Kaggle's Deepfake Detection Challenge
67 stars18 forks[ACM MM 2023] Locate and Verify: A Two-Stream Network for Improved Deepfake Detection
66 stars4 forksSelective Domain-Invariant Feature for Generalizable Deepfake Detection
66 stars0 forks[ICPR 2020] Adaptive L2 Regularization in Person Re-Identification.
64 stars24 forks[ICCV 2021] SynFace: Face Recognition with Synthetic Data
62 stars8 forks[IJCV 2025] Code for DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
62 stars1 forksThis repository is the official implementation of "DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion"
59 stars4 forksUnofficial Implementation: Learning Self-Consistency for Deepfake Detection
58 stars6 forks[CVPR'25] Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model (DFD-FCG)
56 stars9 forks[ECCV'24] Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities
52 stars1 forks[TPAMI 2021] End2End Occluded Face Recognition by Masking Corrupted Features
51 stars8 forksReal-Time Deepfake Detection in the Real-World
49 stars6 forks[ICCV2025] [FakeSTormer] Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
49 stars2 forksThe offical implementation of 'FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant'
49 stars1 forksFakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.
46 stars12 forksGait recognition system based on deep learning models.
45 stars8 forksTop 2 Solution for Zalo AI Challenge 2022 - Liveness Detection track
43 stars9 forksCode and pre-trained models for detecting spoofing attacks from images.
40 stars8 forkssenselab is a Python package that simplifies building pipelines for biometric (e.g. speech, voice, video, etc) analysis.
39 stars10 forksFacial Expression Recognition (FER) for Mental Health Detection applies AI models like Swin Transformer, CNN, and ViT for detecting emotions linked to anxiety, depression, PTSD, and OCD. It focuses on AI for mental health, emotion detection using OpenCV Python, and real-time applications in healthcare and HR systems.
38 stars9 forks- 36 stars24 forks
AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection
35 stars4 forksThe official code for "Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection"
33 stars9 forksPrivacy-first ear biometric segmentation - 99%+ accuracy with <2M parameters for edge authentication and GDPR compliance
33 stars8 forksCode for the paper "Towards Solving the DeepFake Problem: An Analysis on Improving DeepFake Detection Using Dynamic Face Augmentation"; Sowmen Das, Selim Seferbekov, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021, pp. 3776-3785.
33 stars5 forksLeveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection
32 stars4 forksThe official implementation for FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection
32 stars1 forksa python toolbox for deepfake detection
30 stars5 forks[2020-arXiv]Learning Generalized Spoof Cues for Face Anti-spoofing
29 stars9 forksCode of masked relation learning for deepfake detection
29 stars2 forks[CVPR 2024] CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification
29 stars0 forksthis repository contians project for deepfake detection from videos and images
28 stars10 forksSolution to Deepfake Detection Challenge
27 stars7 forksClustering Algorithms and their Application to Facial Image Analysis
26 stars2 forksPhenoScore is an open source, artificial intelligence-based phenomics framework that combines facial recognition technology with Human Phenotype Ontology (HPO) data analysis to quantify phenotypic similarity at both the level of individual patients as well as of cohorts.
23 stars4 forksFace swapping based on insightface, with Model = 'buffalo_l' and weights = 'inswapper_128.onnx'
20 stars7 forksDeepSecure-AI is an open-source deepfake detection tool leveraging advanced AI models like EfficientNetV2 and MTCNN for high-accuracy analysis of images, videos, and audios. With real-time frame-by-frame video processing and a user-friendly Gradio interface, it empowers researchers and developers to combat media falsification effectively.
18 stars5 forkscode for csig audio deepfake detection
16 stars0 forksJust prepare config file and start training your metric learning model with ease
16 stars0 forksAn Augmentation Benchmark for Vein Identification task
15 stars0 forksAn end-to-end Iris Recognition implementation using PyTorch
12 stars45 forksThe Second Place Solution of Topcoder: Neptune - Facial Marathon Match
11 stars3 forksMulti modal deepfake detection system using FastAPI, PyTorch, and a Cloudflare Workers edge gateway, with a Next.js dashboard.
11 stars0 forksSinapsis repo with templates for face detection, face recognition and face verification
10 stars6 forks`junior must know his place` team solution
10 stars4 forksK-FACE Analysis Project on Pytorch
10 stars2 forksOfficial implementation of AAAI22 paper "ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images"
10 stars0 forks11th place solution of NeurIPS 2024 - Predict New Medicines with BELKA competition on Kaggle: https://www.kaggle.com/competitions/leash-BELKA
9 stars2 forks#93
Cuixxx/ProFD
This is official library of "ProFD: Prompt-guided Feature Disentangling for Occluded Person Re-Identification"
9 stars0 forksThis project presents a full process of creating face-detection & face-recognition web-application service using deep_utils library
9 stars0 forksCustom code for LFAS
8 stars7 forks#96
clpbc/ME-FAS
Official implementation of the paper "ME-FAS: Multimodal Text Enhancement for Cross-Domain Face Anti-Spoofing".
8 stars0 forksPhotoAIdent is a local, privacy-first desktop application for AI-powered face recognition and photo search.
8 stars0 forksAutomatically selects diverse photos from Immich as training data for Frigate face recognition
8 stars0 forksThis repository hosts a deep learning-based solution for accurate face detection using OpenCV. Leveraging the power of computer vision, the project detects faces in images with high precision and efficiency.
7 stars2 forks24th March 2025 GDGoC APU workshop
6 stars33 forks