Video Face Manipulation Detection Through Ensemble of CNNs
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Jun 27, 2024 - Jupyter Notebook
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dfdc
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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
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 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.
machine-learning computer-vision pytorch web-application artificial-intelligence image-analysis gradio video-analysis dfd real-time-detection dfdc efficientnet faceforensics deepfake-detection celeb-df faceforensics-data efficientnetb0
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Jun 25, 2025 - Python
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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Jun 3, 2025 - Jupyter Notebook
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Jun 26, 2022 - Jupyter Notebook
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