A repo for the Deepfake Detection Challenge on Kaggle
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Feb 13, 2020 - Python
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deepfake-detection
Here are 194 public repositories matching this topic...
🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
machine-learning computer-vision deep-learning faceswap face-swap fake-news adversarial-attacks deepfakes deepfake-detection defending disrupting-deepfakes defending-deepfakes
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May 7, 2020 - Python
This repo is an usage example of OpenFace model. We focus on fake detection in videos. The videos are processed and predicted as real or fake based on the person captured.
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Apr 11, 2021 - Python
Towards deepfake detection that actually works
deepfakes deepfake deepfake-detection deepfake-videos deepfakes-materials deepfake-dataset deepfakes-classification deepfake-detectors deepfake-detection-challenge deepfake-generation
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Jun 8, 2021 - Python
Codes for my homework project DeepFake Detection.
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Aug 25, 2021 - Python
End to end training pipeline for deepfake detection from the DFDC challenge dataset
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Sep 6, 2021 - Python
DeepFake Detector (DFD) is a CLI program used to test how well one of the supported DeepFake detection methods differentiates DeepFake's from images altered by common image modification methods such as gamma correction. This tool was used in my bachelor thesis "Testing robustness of DeepFake recognition methods against non-malicious image modifi…
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Jan 3, 2022 - Python
(2021) Robust Deepfake Detection project for the Deep Learning course at ETH. Authors: David Kamm, Nicolas Muntwyler, Alexander Timans, Moritz Vandenhirtz
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Jan 3, 2022 - Python
DeepFake detection using DeepLearning
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Mar 1, 2022 - Python
A Deepfake detector based on hybrid EfficientNet CNN and Vision Transformer archietcture. The model is explainable by rendering a heatmap visualization of the Transformer Relevancy / Attention map.
transformer explainable-artificial-intelligence explainable-ai deepfake-detection vision-transformer
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Mar 16, 2022 - Python
Unofficial Implementation: Learning Self-Consistency for Deepfake Detection
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May 19, 2022 - Python
Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)
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May 29, 2022 - Python
Learning a Deep Dual-level Network for Robust DeepFake Detection
deep-learning tensorflow pytorch transformer vit mesonet xception deepfake-detection fwa capsulenet auc-loss facexray dctnet
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Jun 13, 2022 - Python
BMSTU Bachelor's Graduate Qualification Work
python deep-neural-networks deep-learning neural-network deeplearning deepface deepfakes deepfake deepfake-detection streamlit
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Jul 1, 2022 - Python
Devised an algorithm that can detect Deep Fakes to maintain quality of public discourse and safeguard human rights.
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Jul 21, 2022 - Python
Official implementation of the FST-Matching Model.
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Sep 5, 2022 - Python
Block shuffling learning for Deepfake Detection
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Sep 11, 2022 - Python
Code for the paper Cross Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection
research paper transformers pytorch convolutional-neural-networks deepfake efficientnet deepfake-detection vision-transformers
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Oct 3, 2022 - Python
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