Albumentations on GitHub in Security and biometrics
Used in 304 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
29,877 stars6,102 forksA Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
23,507 stars3,188 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
2,510 stars643 forksAwesome Person Re-identification
1,363 stars199 forksEverything about ComfyUI, including workflow sharing, resource sharing, knowledge sharing, tutorial sharing, and more.关于ComfyUI的一切，工作流分享、资源分享、知识分享、教程分享等
1,181 stars168 forksa self-hosted webui for 30+ generative ai
1,151 stars135 forksA comprehensive benchmark of deepfake detection
1,120 stars191 forksA prize winning solution for DFDC challenge
867 stars220 forksyolov8 face detection with landmark
832 stars103 forksTowards deepfake detection that actually works
650 stars199 forksgradio WebUI for AdvancedLivePortrait
535 stars52 forksA comprehensive face analysis library that provides unified APIs for various face-related tasks
378 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.
348 stars23 forksVideo Face Manipulation Detection Through Ensemble of CNNs
279 stars102 forksThe code of multi-attention deepfake detection
276 stars56 forks[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376
275 stars45 forksCode for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
271 stars67 forks[WACV23] A strong baseline for body part-based person re-identification
261 stars21 forkstowards the solving spoofing problem
193 stars46 forksThe official implementation for LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
178 stars19 forksA prize winning solution for Multimedia Deepfake Detection competition.
176 stars16 forks[2020-CVPR]Data Uncertainty Learning in Face Recognition
166 stars31 forks2nd place solution for Kaggle Deepfake Detection Challenge
165 stars41 forks3rd place solution for the Deepfake Detection Challenge on Kaggle
163 stars29 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)
141 stars14 forksAnimal identification using face recognition based methods
131 stars26 forks[ICLR 2026 Oral] Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning.
128 stars7 forks- 124 stars14 forks
An Open Source DeepFake Detection Platform
120 stars42 forksPyDeepFakeDet is an integrated and scalable tool for Deepfake detection.
113 stars16 forksAn open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!
112 stars17 forksAccepted by CVPR Workshop 2024
107 stars24 forks[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes
105 stars11 forksDetermine whether a given video sequence has been manipulated or synthetically generated
98 stars21 forks[CVPR 2023 Highlight] Official implementation of the paper: "AltFreezing for More General Video Face Forgery Detection"
97 stars15 forks(CVPR 2023) Instance-Aware Domain Generalization for Face Anti-Spoofing
97 stars6 forksBenchmarks for Corruption Invariant Person Re-identification. [NeurIPS 2021 Track on Datasets and Benchmarks]
93 stars17 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。
91 stars12 forksExperiment about Deep Person Re-identification with EfficientNet-v2
82 stars21 forksThis repo is the official implementation of “Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection”. Accepted by AAAI-2024.
80 stars8 forksblurs faces in video
78 stars9 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 forks[IEEE TPAMI 2025] Privacy-Preserving Biometric Verification With Handwritten Random Digit String
71 stars0 forksCode for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transactions on Information Forensics and Security.
70 stars13 forksTraining codebase for our solution to Kaggle's Deepfake Detection Challenge
68 stars17 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
63 stars8 forks[IJCV 2025] Code for DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
63 stars1 forksThis repository is the official implementation of "DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion"
60 stars3 forks[CVPR'25] Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model (DFD-FCG)
59 stars9 forksUnofficial Implementation: Learning Self-Consistency for Deepfake Detection
58 stars6 forks[ICCV2025] [FakeSTormer] Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
53 stars2 forksReal-Time Deepfake Detection in the Real-World
52 stars6 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 forksThe offical implementation of 'FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant'
50 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 forksCode and pre-trained models for detecting spoofing attacks from images.
41 stars8 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 forksThe official implementation for FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection
33 stars1 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#85
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#88
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 forksDFDC 12th place private LB solution
6 stars1 forksOfficial code for WaViT-CDC : Wavelet Vision Transformer with Central Difference Convolutions for Spatial-Frequency Deepfake Detection(IEEE OJ-SP ICIP 2025 Edition).
5 stars1 forksCutting-edge deepfake detection service, designed to identify digital media, manipulated with use of Generative and Adversarial Networks.
5 stars0 forksEng:A pre trained open-source liveness detection model used as a prerequisite for any face detection or recognition system. CHN：一个训练好的开源活体检测模型，用于任意人脸检测或识别系统的前置条件，代码和模型仅为调试中产品
4 stars0 forks本项目是一个基于 Gradio 的图像评分系统，支持美学分、清晰度、人脸相似度、CLIP 相似度等多维度自动打分，适用于漫画、插画等图片的批量筛选与分析。
4 stars0 forksPerson Re-Identification through Self-Supervised Learning using Distillation of knowledge with NO labels
3 stars1 forksThis work proposes a deep learning based approach to deepfake detection for both single and multi face videos. VStream is a video streaming application designed to provide users with an authentic and secure experience by ensuring that only real videos are uploaded and displayed on the platform.
3 stars1 forks- 3 stars1 forks