deepfake-detection

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

deep-learning deepfakes deepfake-detection deepfake-detection-challenge

UpdatedJul 28, 2024
Jupyter Notebook

clpeng /Awesome-Face-Forgery-Generation-and-Detection

Star779

A curated list of articles and codes related to face forgery generation and detection.

awesome faceswap deepfakes deepfake-detection face-reenactment face-forgery-detection face-manipulations face-forgery-generation

UpdatedNov 18, 2022

dessa-oss /DeepFake-Detection

Star641

Towards deepfake detection that actually works

machine-learning deep-learning pytorch resnet transfer-learning new-york-times resnet-18 deepfakes deepfake faceforensics deepfake-detection deep-fakes deepfake-dataset

UpdatedNov 22, 2022
Python

flyingby /Awesome-Deepfake-Generation-and-Detection

Star616

A Survey on Deepfake Generation and Detection

face-swap reenactment deepfakes face-attribute-manipulation deepfake-detection talking-head talking-face-generation

UpdatedNov 20, 2025

tomas-gajarsky /facetorch

Sponsor

Star606

Python library for analysing faces using PyTorch

machine-learning computer-vision deep-learning docker-compose pytorch neural-networks face-detection image-analysis facial-expression-recognition facial-detection face-verification 3d-face-alignment facial-landmarks facial-action-units torchvision conda-forge pypi-package deepfake-detection torchscript facial-landmarks-detection

UpdatedAug 1, 2025
Python

datamllab /awesome-deepfakes-materials

Star437

A curated list of awesome Deepfakes materials

deep-learning images videos voices deepfakes deepfake deepfake-detection deepfake-videos deepfake-texts deepfake-voices deepfakes-materials fake-videos

UpdatedFeb 7, 2023

natanielruiz /disrupting-deepfakes

Star344

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

machine-learning computer-vision deep-learning faceswap face-swap fake-news adversarial-attacks deepfakes deepfake-detection defending disrupting-deepfakes defending-deepfakes

UpdatedMay 7, 2020
Python

ishandutta0098 /mukh

Star339

A comprehensive face analysis library that provides unified APIs for various face-related tasks

python opencv machine-learning ai computer-vision torch pip face-detection face-analysis facial-landmarks deepfake-detection face-reenactment

UpdatedJun 29, 2025
Python

polimi-ispl /icpr2020dfdc

Star279

Video Face Manipulation Detection Through Ensemble of CNNs

paper forensics ensemble face-manipulation dfdc deepfake-detection deepfake-detection-challenge

UpdatedJun 27, 2024
Jupyter Notebook

davide-coccomini /Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection

Star265

Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.

deep-learning pytorch convolutional-neural-networks deepfakes dfdc efficientnet faceforensics deepfake-detection deepfake-videos deepfakes-classification deepfake-detection-challenge vision-transformer

UpdatedDec 7, 2022
Jupyter Notebook

DoubangoTelecom /FaceLivenessDetection-SDK

Star264

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

machine-learning ai deep-learning tensorflow keras biometrics face-recognition face-detection spoofing aml kyc liveness liveness-detection ekyc deepfake spoofing-attack liveness-probe deepfake-detection

UpdatedSep 10, 2025
C++

DaddyJin /awesome-faceSwap

Star264

papers about faceSwap

faceswap gan deepfake deepfake-detection

UpdatedMay 22, 2023

mapooon /SelfBlendedImages

Star254

[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Imageshttps://arxiv.org/abs/2204.08376

image-forensics deepfakes deepfake deepfake-detection

UpdatedJan 14, 2024
Python

NLP2CT /LLM-generated-Text-Detection

Star241

A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.

detection authorship authorship-identification deepfake deepfake-detection ai-generated llms llm-generated-text llm-generated