GitHub topics: faceforensics
Vaioskn/deepfake-detection-resnet-xception-swin
Deepfake detection on FaceForensics++ using ResNet50, Xception(+SE), and Swin(+SE) with face crops vs full frames, frame sampling, aggregation, and Grad-CAM.
Language: Python - Size: 5.54 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0
utkuatasoy/AI-Powered-Deepfake-Detection
The purpose of this project is to develop an AI-powered system capable of detecting deepfake facial data in biometric systems. By leveraging machine learning, specifically XceptionNet architecture, the project aims to classify facial data as real or fake with high accuracy and reliability.
Language: Jupyter Notebook - Size: 141 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
Mole1424/3rd-year-project
Central repository for anything related to my 3rd year project: Evaluating the Resiliency of Blink-Based DeepFake Detection Against Adversarial Noise
Language: TeX - Size: 13.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
chinmaynehate/DFSpot-Deepfake-Recognition
Determine whether a given video sequence has been manipulated or synthetically generated
Language: Python - Size: 25.9 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 98 - Forks: 19
jhaotingc/PCL-I2G
Unofficial Implementation: Learning Self-Consistency for Deepfake Detection
Language: Python - Size: 1.26 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 6
rajobrata2003/deepfake-detection-efficientnet
A Deepfake Detection Project using EfficientNetV2 and FaceForensics++ with Gradio as UI
Language: Python - Size: 16.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
Baukebrenninkmeijer/FakeFynder-Hackathon-for-Good-2019
This repository contains our POC for a website which can easily check videos for manipulated areas. It was part of the Hackathon for Good in the Hague, 2019.
Language: Python - Size: 19.4 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 18
Gnonymous/FaceForensics-Toolkit
This repo is an enhanced toolkit with some updated methods processing original FaceForensics++ dataset.
Language: Python - Size: 158 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
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 models' robustness as well as cost sensitive methods for mitigating dataset imbalance problem
Language: Jupyter Notebook - Size: 6.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2
sandy1990418/DeepFakeDetection
Replication code for the paper 'Towards DeepFake video forensics based on facial textural disparities in multi-color channels'
Language: Python - Size: 38.1 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
dessa-oss/DeepFake-Detection
Towards deepfake detection that actually works
Language: Python - Size: 10 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 437 - Forks: 173
AKASH2907/deepfakes_video_classification
Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]
Language: Python - Size: 2.64 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 53 - Forks: 17
davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 134 - Forks: 45
qlero/faceforensics_reproduction 📦
Reproduction/refactoring of the FaceForensics++ classification process.
Language: Python - Size: 63.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
AkashSingh215/Representative-Forgery-Mining-for-Deep-Fake-Detection
This project is done on the paper Representative Forgery Mining for Deep Fake Detection.
Language: Python - Size: 653 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
