faceforensics
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Towards deepfake detection that actually works
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Nov 22, 2022 - Python
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
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Dec 7, 2022 - Jupyter Notebook
Determine whether a given video sequence has been manipulated or synthetically generated
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Oct 21, 2022 - Python
Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]
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Aug 2, 2024 - Python
Unofficial Implementation: Learning Self-Consistency for Deepfake Detection
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May 19, 2022 - Python
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.
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Dec 8, 2022 - Python
Deepfake faces detection from forged videos where used explainable AI for models' robustness as well as cost sensitive methods for mitigating dataset imbalance problem
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May 27, 2024 - Jupyter Notebook
A state-of-the-art, open-source deepfake detection system built with PyTorch and EfficientNet-B0, featuring a user-friendly web interface for real-time image and video analysis.
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Nov 27, 2025 - Python
This project was completed as part of the Deep Learning course (GLO-4030) at Laval University. Its goal is to detect deepfake videos using deep learning techniques on the FaceForensics dataset. We were able to achieve deepfake detection by using the EfficientNet model.
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Feb 13, 2023 - Jupyter Notebook
This repo is an enhanced toolkit with some updated methods processing original FaceForensics++ dataset.
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Nov 15, 2024 - Python
Reproduction/refactoring of the FaceForensics++ classification process.
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Nov 24, 2021 - Python
An Image Analyzer that can analyze and give Real or Fake predictions with confidence scores
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Dec 17, 2025 - JavaScript
Repository for replicating the experiments described in the articles developed as part of the joint research between Universitas Mercatorum and Universidad de Cádiz (UCA).
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Sep 8, 2025 - Jupyter Notebook
A Deepfake Detection Project using EfficientNetV2 and FaceForensics++ with Gradio as UI
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Jan 7, 2025 - Python
This project is based on the paper Representative Forgery Mining for Deep Fake Detection.
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Jan 29, 2023 - Python
Replication code for the paper 'Towards DeepFake video forensics based on facial textural disparities in multi-color channels'
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Apr 8, 2024 - Python
Deepfake detection on FaceForensics++ using ResNet50, Xception(+SE), and Swin(+SE) with face crops vs full frames, frame sampling, aggregation, and Grad-CAM.
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Aug 14, 2025 - Python
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.
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May 29, 2025 - Jupyter Notebook
Central repository for anything related to my 3rd year project: Evaluating the Resiliency of Blink-Based DeepFake Detection Against Adversarial Noise
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Apr 28, 2025 - TeX
DeepFakeNet leverages advanced AI models like DeeperMesoInception4 for reliable detection of deepfake videos, analyzing FaceForensics++ dataset to ensure digital trust.
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Apr 27, 2024 - Jupyter Notebook
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