Deepfake Detection Systems ML Frameworks

Tools and models for detecting deepfakes, face manipulations, and AI-generated/tampered media in images and videos. Does NOT include general image classification, face recognition, or adversarial attack frameworks.

There are 137 deepfake detection systems frameworks tracked. 3 score above 50 (established tier). The highest-rated is aaronchong888/DeepFake-Detect at 61/100 with 152 stars.

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#	Framework	Score	Tier	Stars	Language
1	aaronchong888/DeepFake-Detect Open-source deepfake detection: train your own model with TensorFlow, Keras...	61	Established	152	Python
2	dessa-oss/DeepFake-Detection Towards deepfake detection that actually works	51	Established	643	Python
3	abhijithjadhav/Deepfake_detection_using_deep_learning This projects aims in detection of video deepfakes using deep learning...	51	Established	840	Jupyter Notebook
4	afsalashyana/FakeImageDetection Fake Image Detection Using Machine Learning	49	Emerging	231	Java
5	agusgun/FakeImageDetector Image Tampering Detection using ELA and CNN	49	Emerging	221	Jupyter Notebook
6	davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection Code for Video Deepfake Detection model from "Combining EfficientNet and...	49	Emerging	266	Jupyter Notebook
7	datamllab/awesome-deepfakes-materials A curated list of awesome Deepfakes materials	48	Emerging	437	—
8	iamdhrutipatel/DeepFake-Detection A website 🖥 that detects a DeepFake video and also displays the confidence...	45	Emerging	73	Python
9	MarkHershey/AudioDeepFakeDetection SUTD 50.039 Deep Learning Course Project (2022 Spring)	44	Emerging	82	Python
10	chinmaynehate/DFSpot-Deepfake-Recognition Determine whether a given video sequence has been manipulated or...	44	Emerging	98	Python
11	Jerald-Golden/Audio-Deepfake-Detection Audio Deepfake Detection is a web app that utilizes machine learning...	43	Emerging	10	HTML
12	shivangi-aneja/COSMOS [AAAI 2023] COSMOS: Catching Out-of-Context Misinformation using Self...	42	Emerging	44	Python
13	JoasASantos/DeepNudeDetect Comprehensive Protection Against Deepfakes, Deepnudes & Harmful Content	42	Emerging	17	Python
14	TRahulsingh/DeepfakeDetector A state-of-the-art, open-source deepfake detection system built with PyTorch...	42	Emerging	15	Python
15	sksmta/audio-deepfake-detection Audio deepfake detection sytem on CNN	42	Emerging	69	Jupyter Notebook
16	IQTLabs/FakeFinder FakeFinder builds a modular framework for evaluating various deepfake...	42	Emerging	46	Python
17	mytechnotalent/deepfake-detector Deepfake Detector is an AI/ML model designed to detect AI-generated or...	42	Emerging	32	Python
18	Balaji-Kartheek/DeepFake_Detection Designed and Developed end-to-end scalable Deep Learning Project. It is a...	41	Emerging	67	Jupyter Notebook
19	gan-police/frequency-forensics Deepfake detection using wavelet-packets in PyTorch, European Conference on...	41	Emerging	51	Python
20	Divith123/DeepSecure-AI DeepSecure-AI is an open-source deepfake detection tool leveraging advanced...	38	Emerging	13	Python
21	mozilla-ai/fake-audio-detection Blueprint for training and deploying a machine learning model that...	38	Emerging	15	Python
22	xinyooo/deepfake-detection DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.	38	Emerging	113	Jupyter Notebook
23	TARTRL/Deepfake_Detection deepfake detection codes, distributed pytorch training (AI换脸检测)	37	Emerging	45	Python
24	aaronespasa/deepfake-detection 🧐 DeepFake Detection with PyTorch	37	Emerging	18	Jupyter Notebook
25	natanielruiz/disrupting-deepfakes 🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image...	37	Emerging	345	Python
26	Akshayredekar07/Multimodal-Deepfake-Detection Multimodel deepfake detection	37	Emerging	17	Jupyter Notebook
27	Faysal-MD/Unmasking-Deepfake-Faces-from-Videos-An-Explainable-Cost-Sensitive-Deep-Learning-Approach-IEEE2023 Deepfake faces detection from forged videos where used explainable AI for...	36	Emerging	10	Jupyter Notebook
28	skj092/Forgegy-Image-Detection-Using-Error-level-Analysis-and-Deep-Learning Forgegy Image Detection Using Error level Analysis and Deep Learning	35	Emerging	12	Jupyter Notebook
29	Ramya-Mahi/DeepFake-Detection-and-Prevention-A-Comprehensive-approach-using-AI This Deepfake Detection and Prevention project leverages advanced AI...	35	Emerging	61	Python
30	Itz-Agasta/Lopt A Multi-modal deepfake classification framework leveraging ViT and...	35	Emerging	3	Jupyter Notebook
31	Brain-Cog-Lab/AbuttingGratingIllusion The code for "Challenging Deep Learning Models with Image Distortion based...	34	Emerging	9	Jupyter Notebook
32	aiden200/2D3MF Code and models for the paper "2D3MF: Deepfake Detection using Multi Modal...	34	Emerging	36	Python
33	DURGESH716/Fake-Instagram-Profile-Detection Model Detects Fake Instagram Profiles using Deep Learning Approach of...	34	Emerging	51	Python
34	silvermete0r/redeepfake-demo-app ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.	34	Emerging	5	Python
35	gilikn/FakeOut Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection	34	Emerging	32	Python
36	arshakshan/Deepfake-Detection Deepfake Detection using a Dual Stream Network with Interpretable Deep Learning	33	Emerging	6	Jupyter Notebook
37	pratikpv/mri_gan_deepfake DeepFake detection using GAN and DeepLearning	32	Emerging	27	Jupyter Notebook
38	sjsreehari/Deepfake-Detection-CNN A deep learning prototype using Convolutional Neural Networks (CNNs) for...	31	Emerging	6	Jupyter Notebook
39	jayant1211/Image-Tampering-Detection-using-ELA-and-Metadata-Analysis aim of this project is to give insight into authenticity of an image using...	31	Emerging	24	Jupyter Notebook
40	umar07/Image_Forgery_Detection Reproduced Code for Image Forgery Detection papers.	31	Emerging	22	Jupyter Notebook
41	Guri10/Deepfake-Audio-Detection-with-XAI This project focuses on detecting deepfake audio using advanced neural...	31	Emerging	54	Jupyter Notebook
42	z1311/Image-Manipulation-Detection Classifies a given image as authentic or tampered by doing two levels of...	30	Emerging	25	Jupyter Notebook
43	0904-mansi/Deepfake_detection_using_deep_learning This projects aims in detection of video deepfakes using deep learning...	30	Emerging	6	HTML
44	sergiovirahonda/DeepFakes This repository is part of a project which seeks to build DIY deep fakes'...	29	Experimental	15	Jupyter Notebook
45	NKAmazing/Deepcatcher_Detection Artificial Intelligence model trained with a CNN to detect fake images...	29	Experimental	3	Jupyter Notebook
46	MalayAgr/MesoNet-DeepFakeDetection A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper...	29	Experimental	18	Jupyter Notebook
47	harshpx/deepfake-detection A Full-Stack Deepfake Detection App, developed using TensorFlow, FastAPI and React.js	28	Experimental	5	Jupyter Notebook
48	ishitaakolkar/Deepfake_Detection A multi-stream deepfake detection model based on spatial, temporal, and...	28	Experimental	2	Jupyter Notebook
49	hsam-2021/deepfake-detection I present a web based application for automatic detection of replacement and...	27	Experimental	11	Jupyter Notebook
50	rohan45327/Deep-Fake-Image-Analyzer An Image Analyzer that can analyze and give Real or Fake predictions with...	27	Experimental	6	JavaScript
51	harshgeek4coder/18CSC305J_AI_Insta_Fake_Profile_Detection This repository contains project source code for 18CSC305J - Artificial...	27	Experimental	8	Python
52	yizhe-ang/fake-detection-lab Media Forensics / Fake Detection experiments in PyTorch. Implements Fighting...	27	Experimental	25	Jupyter Notebook
53	MichiganDataScienceTeam/W24-RvF MDST project from Winter 2024 for classifying real vs. fake faces	26	Experimental	4	Jupyter Notebook
54	aminatouseyeup/Deepfakes Streamlit application for generating and detecting deepfakes. Generates...	26	Experimental	7	Python
55	Hazem020/DeepFakeDetectorApp Mobile App for DeepFake Detection Project.	26	Experimental	5	Java
56	mytechnotalent/pixelproof Detect fake, AI-generated, and Photoshopped images in seconds.	25	Experimental	8	Python
57	ShivamKabra/Document-Forgery-Detection This project involves the development and implementation of a deep learning...	25	Experimental	5	Jupyter Notebook
58	furkankoykiran/ai-face-detector 🤖 AI-powered face authenticity detection using Deep Learning. Detect...	24	Experimental	4	Python
59	taco-group/HFMF HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection	24	Experimental	13	Jupyter Notebook
60	davide-coccomini/Adversarial-Magnification-to-Deceive-Deepfake-Detection-through-Super-Resolution Official code for the paper "Adversarial Magnification to Deceive Deepfake...	24	Experimental	12	Python
61	KhobaitUddinSimran/DcDM Android app detecting deepfake calls using Kotlin & ML	23	Experimental	1	Kotlin
62	mahe115/Deepfake-image-classification This project leverages the power of deep learning to differentiate between...	23	Experimental	2	Jupyter Notebook
63	buddhiW/AdaptiveNet A dynamically adaptable neural network-based replay spoofing attack detection system.	23	Experimental	3	Python
64	urcuqui/InYourFaceAI Web app for detecting fake faces in images and videos using deep learning....	23	Experimental	2	Jupyter Notebook
65	nz0001na/deepfake_detection Some detection algorithms for deepfake face images	23	Experimental	4	C++
66	subhanSahebShaik/detectify Detectify is a deep learning system that detects AI-generated fake videos...	23	Experimental	17	HTML
67	Anmol659/DeepDetect Browser extension + AI backend to detect tampered or fake images	22	Experimental	1	JavaScript
68	CemRoot/deepfake-detection-streamlit About Advanced AI-Generated Image Detection System using EfficientNetB7 with...	22	Experimental	4	Python
69	Priyanshu1303d/DeepDetect The DeepDetect is a web application designed to detect deepfake content...	22	Experimental	6	JavaScript
70	shaniaakhan21/multimodal-deepfake-detection Multi-modal deepfake detection across image, audio and video. ~99% accuracy...	22	Experimental	1	Jupyter Notebook
71	piotrkawa/audio-deepfake-source-tracing Baselines for IS25 Source Tracing Special Session	21	Experimental	33	Python
72	anujpratap12/Detecting-Deepfake-Images Deepfake image detection using ResNet18 and transfer learning with a Flask...	21	Experimental	1	HTML
73	fardinabbasi/ML_Fake_Image_Detection Detecting fake images using machine learning, involving feature extraction...	21	Experimental	9	Jupyter Notebook
74	AayushiAhlawat/Image-Forgery-Detection System to detect Copy-Move forgery using Python and machine learning techniques	21	Experimental	7	Python
75	negativenagesh/UnFake UnFake is the first platform to integrate a deepfake detection tool directly...	21	Experimental	3	Python
76	rlataewoo/nacl_sdd Official PyTorch implementation of "Naturalness-Aware Curriculum Learning...	21	Experimental	3	Python
77	rheapatel-23/Deepfake-detection-framework-for-AI-generated-multimedia-data A hybrid multimodal Deepfake Detection Framework combining CNN, LSTM, and...	21	Experimental	—	Python
78	sky787770/DeepFake-Image-Detection This repository provides a robust solution for detecting deepfake images...	21	Experimental	4	Jupyter Notebook
79	reviverkid/DeepFakeDetectionSystem 🚀 Welcome to the Deepfake Detection System project! This project detects...	21	Experimental	7	JavaScript
80	ziweek/iron-noise 🏆 Chief of Staff of the Republic of Korea Army Award, in 1st Defense AI Idea...	20	Experimental	2	TypeScript
81	Nuraj250/TraceBack-Reverse-Image-Finder TraceBack helps you instantly find the source of any image, detect edits or...	20	Experimental	2	JavaScript
82	AyeshaMalikAyesha/DeepfakeDetectionApp First Deepfake Detection App	20	Experimental	11	Dart
83	basavbamrah/image-forgery-detection Image forgery detection using CNN and Jgeg compression	20	Experimental	5	Jupyter Notebook
84	Danielkrebs55555/DeepFake-Detection This project uses a hybrid model combining MobileNet and LSTM to detect...	20	Experimental	3	Jupyter Notebook
85	TheRoberto2512/Morph-Attack-Detection Progetto finale del corso Intelligenza Artificiale e Sicurezza, A.A....	20	Experimental	5	Jupyter Notebook
86	mawg0ud/FaceGuard A framework to detect & localize facial image manipulation.	20	Experimental	6	Python
87	anonymous-author-sub/seeable SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes	19	Experimental	19	Python
88	aminshennan/Forgery_Detection_with_ViT_and_RestNet Deep learning system achieving 95.36% accuracy in media forgery detection...	19	Experimental	2	Jupyter Notebook
89	Arvind2903/Real-vs-Fake-Image-Classification Employ deep learning and transfer learning techniques to classify images as...	19	Experimental	4	Jupyter Notebook
90	AayushPrasad22/Neuro-Forgery-Detect Neuro Forgery Detect – A deep learning-powered system for detecting image...	19	Experimental	2	Jupyter Notebook
91	ByteSpiritGit/fdet fDet is a web app that uses classification to verify claims.	19	Experimental	4	Svelte
92	MiguelCarra/deepfake-detection-matlab Proyecto del Máster en Ingeniería de Telecomunicaciones (UAM) sobre...	18	Experimental	1	MATLAB
93	Vaibhav06Jha28/deepfake-detector Real-time Deepfake Video Detection System using ResNeXt + LSTM \| Django + PyTorch	18	Experimental	1	HTML
94	prajwalchaudhari60/Using-AI-ML-Based-Face-Swap-Deepfack-Video-Detection. This projects aims in detection of video deepfakes using deep learning...	18	Experimental	1	HTML
95	maheenshkk/deepfake-detection-system-deepdeception A deep learning-based web application for deepfake video detection, powered...	18	Experimental	1	HTML
96	obsTR/Sherlock Multi modal deepfake detection system using FastAPI, PyTorch, and a...	18	Experimental	11	TypeScript
97	Shourav-Deb/Face-Sure 🛡️ Face Sure is a deepfake video detection system that uses deep learning to...	17	Experimental	—	—
98	DileepKumarMS/DeepTrace-Tracking-Manipulations-in-Digital-Videos Deepfake video detection using ResNeXt + LSTM with a Flask-based web interface.	17	Experimental	—	CSS
99	miiidev/Spotter A machine-learning tool that spots deepfake artifacts	17	Experimental	1	Python
100	pushpakrai/Deepfake-Detection A Flask-based Deepfake Detection Platform employs deep learning to...	17	Experimental	—	HTML
101	NKAmazing/Deepcatcher_web Web Application of the Deepcatcher Deepfake Detection Software	16	Experimental	2	Python
102	priyankagnana/DeepShield DeepShield is a real-time deepfake face detection system built using...	16	Experimental	—	Python
103	AnandhaSivam-00/Enhancing-Deepfake-Detection-using-MobileNet-LSTM-Hybrid-Model Enhancing Deepfake Detection using MobileNet-LSTM Hybrid Model for Real-Time...	16	Experimental	2	Jupyter Notebook
104	roshinit-a/deepfake-video-detector An AI-powered deepfake detection system leveraging deep learning and face...	14	Experimental	—	Python
105	anujpratap12/Detecting-Deepfake Deepfake image detection using ResNet18 and transfer learning with a Flask...	14	Experimental	—	HTML
106	Normalcable/Multimodal-Brainrot-Detector-API source code and files for testing and demo of the model	14	Experimental	—	Python
107	kashish-sachdeva-ds/voiceguard-deepfake-detection AI-powered deepfake audio detection using Random Forest (99.07% accuracy) —...	14	Experimental	—	Jupyter Notebook
108	OblivionxDreamZz/Detecting-Deceptive-Deepfake-Media-Using-Generative-Adversarial-Networks- A proof of concept in Detecting Deceptive Deepfake Media Using Generative...	14	Experimental	1	Jupyter Notebook
109	kartikrathore9090/ai-deepfake-detector A web-based AI application that detects whether an uploaded image is real or...	14	Experimental	1	HTML
110	anmolgupta2704/ai-scam-deepfake-platform The AI Scam & Deepfake Detection System is an AI-powered web platform...	14	Experimental	1	JavaScript
111	nick-leland/DistortionML A machine learning model that will determine if a photo has any visual...	14	Experimental	21	Jupyter Notebook
112	lu1spereir4/deepfake-detector-ffpp-dfdc Sistema de detección de Deepfakes (ResNet18 + Grad-CAM) entrenado con...	14	Experimental	—	Python
113	anshika1279/deepfake-detection-application Verify image authenticity instantly. Upload a photo and get an instant...	14	Experimental	1	TypeScript
114	poshalanavateja/Deepfake-Video-Detection Deep learning pipeline using a hybrid CNN-LSTM architecture to detect...	13	Experimental	—	—
115	swapnilkuhikar/realitycheck-ai Deepfake Detection Web App using ML & DL	13	Experimental	—	HTML
116	pragyapranati/Deepfake-Technology- Term paper on Deepfake Technology	13	Experimental	—	—
117	thekripaverse/AI-Deepfake-Manipulated-Content-Verification-Tool AI-powered system that detects deepfake and manipulated images and videos...	13	Experimental	—	Python
118	viraj7066/Deepfake-Detection-System A deep learning-powered system for detecting deepfake videos using a ResNeXt...	13	Experimental	—	Jupyter Notebook
119	Corerishi/ArtifactLens AI-powered deepfake detection web app using ResNet50, FastAPI, React and...	13	Experimental	—	JavaScript
120	ramyasrinalagarla08/Deepfake-Detection This project is an AI-powered Deepfake Detection system designed to identify...	13	Experimental	—	TypeScript
121	KeshavCh0udhary/HIS2.0 DeepFake Detection Web-App[Mirage Breaker] 🖥 using Deep Learning(ResNext and...	13	Experimental	10	Jupyter Notebook
122	SimranAhuja1/Multimodal-Fake-Job-Posting-Classification Multimodal deep learning model for detecting fraudulent job postings using...	13	Experimental	—	Jupyter Notebook
123	ffalathel/deepfake-detector Production-grade AI content detection app with >90% accuracy using Python...	13	Experimental	—	TypeScript
124	swapnita-pandey/Identification-of-Edited-Images Detection of Human Edited Images using CNN, VGG16, Xception, ELA, Ensemble Learning.	12	Experimental	5	Jupyter Notebook
125	RishiPratap/Deep-fake-Detection-app Streamlit app for deepfake video detection	12	Experimental	7	Python
126	mobambas/Fine-Grained-Artwork-Classifier Model trained on the the detection of forgery in artworks via the means of ML.	12	Experimental	1	Jupyter Notebook
127	MaximL98/Manipulated-Reality Machine Learining models for Video and Audio Analysis using Deep Learning...	11	Experimental	3	Jupyter Notebook
128	Satyam298/Deepfake-detection-using-deep-learning This projects aims in detection of video deepfakes using deep learning...	11	Experimental	—	HTML
129	Bassamejlaoui/Awesome-Deep-Fake-Vol2 Explore deepfake tech powered by AI. Craft unique content responsibly using...	11	Experimental	—	Jupyter Notebook
130	DavideBruni/FakeTweetDetection Detection of tweets generated by humans versus deepfake tweets generated by...	11	Experimental	—	Jupyter Notebook
131	raghulchandramouli/Frick_diffseg A deepFake Detection Paper Replication from scratch	11	Experimental	2	Jupyter Notebook
132	sangeetanandanvishal04/deepfake_detection A sleek PyTorch‑powered DeepFake detection pipeline that fuses the...	11	Experimental	2	Jupyter Notebook
133	Royhtml/DeepFake-Download Download DeepFake	11	Experimental	2	HTML
134	adityapathakk/Deepfake-Detection-System This repository houses my Capstone project - a deepfake detection system...	11	Experimental	3	Jupyter Notebook
135	wizyoung/STIL-DeepFake-Video-Detection Code for paper STIL: Spatiotemporal Inconsistency Learning for DeepFake...	10	Experimental	2	—
136	DarkKnightSgh/ImageForgeryDetection_InceptionV3_VGG16_MobileNet Image forgery detection using CNN fusion model achieving 85% test accuracy....	10	Experimental	2	Jupyter Notebook
137	suraj1849/DeepFake-Video-Detection This projects aims in detection of video deepfakes using deep learning...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Deepfake_detection_using_deep_learning and deepfake-detection (51 vs 38) DeepFake-Detect and DeepFake-Detection (61 vs 51) DeepFake-Detection and deepfake-detection (51 vs 38) DeepFake-Detection and DFSpot-Deepfake-Recognition (51 vs 44) DeepFake-Detection and deepfake-detector (51 vs 42) DeepFake-Detection and DeepfakeDetector (51 vs 42) DeepFake-Detect and deepfake-detection (61 vs 38) DeepFake-Detect and deepfake-detector (61 vs 42) DeepFake_Detection and deepfake-detection (41 vs 38) DeepFake-Detect and DeepfakeDetector (61 vs 42)