Video Face Manipulation Detection Through Ensemble of CNNs
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Jun 27, 2024 - Jupyter Notebook
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dfdc
Here are 10 public repositories matching this topic...
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
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Dec 7, 2022 - 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.
open-source machine-learning deep-neural-networks computer-vision deep-learning pytorch web-application artificial-intelligence deeplearning image-analysis gradio video-analysis dfd real-time-detection dfdc efficientnet faceforensics deepfake-detection celeb-df faceforensics-data
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Apr 21, 2026 - Python
Implementation of the winning solution for the Media Analytics Challenge 2023.
challenge machine-learning image ai computer-vision deep-learning solution image-processing generative-adversarial-network gan classification iccv multimodal-deep-learning dfdc deepfake diffusion-models deepfake-detection dfad deepfake-detection-challenge generative-ai
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Jan 31, 2024 - Jupyter Notebook
A sleek PyTorch‑powered DeepFake detection pipeline that fuses the state‑of‑the‑art ResNeXt‑50 CNN backbone with an LSTM‑based temporal encoder. Rigorous evaluation on DFDC and AvLips datasets yields 95.19% and 98.88% test accuracy, respectively.
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Oct 9, 2025 - Jupyter Notebook
✦ Real-Time AI-Powered Deepfake Detection System ✦ Detect Manipulated Images, Videos & Cloned Voices — Powered by Deep Learning
docker opencv deep-learning pytorch swagger-ui dfdc deepfake asvspoof streamlit deepfakes-classification faceforensics-data efficientnetb0 wavefake cifake
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Jun 14, 2026 - Python
Detect AI-generated face manipulations in real time — with visual explanations showing exactly where the model found tampering. Supports images, videos, and live webcam. Powered by EfficientNet-B4 and Grad-CAM XAI.
react python docker opencv computer-vision deep-learning pytorch face-detection webcam video-analysis tailwindcss explainable-ai gradcam dfdc fastapi efficientnet faceforensics deepfake-detection media-forensics
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Jun 14, 2026 - Python
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Jun 26, 2022 - Jupyter Notebook
Detect deepfake images and videos with EfficientNet-B0, face extraction, Grad-CAM heatmaps, and a FastAPI REST API for clear analysis
python deep-neural-networks deep-learning tensorflow pytorch artificial-neural-networks gradio real-time-detection dfdc deepfake faceforensics deepfakes-classification celeb-df faceforensics-data deepfakeproof size-invariant video-deepfake machine-learning-algorithms-from-scratch
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Aug 30, 2026
A sleek PyTorch-powered DeepFake detection pipeline that combines a ResNeXt-50 CNN backbone with an LSTM-based temporal encoder for robust video forgery detection. Evaluated on the DFDC and AvLips datasets, the model achieves test accuracies of 95.19% and 98.88%, respectively.
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Aug 12, 2026 - Jupyter Notebook
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