A list of tools, papers and code related to Deepfake Detection.
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Oct 12, 2024
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deepfake-detection
Here are 252 public repositories matching this topic...
A prize winning solution for DFDC challenge
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Feb 11, 2023 - Python
A curated list of articles and codes related to face forgery generation and detection.
awesome faceswap deepfakes deepfake-detection face-reenactment face-forgery-detection face-manipulations face-forgery-generation
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Nov 18, 2022
Towards deepfake detection that actually works
machine-learning deep-learning pytorch resnet transfer-learning new-york-times resnet-18 deepfakes deepfake faceforensics deepfake-detection deep-fakes deepfake-dataset
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Nov 22, 2022 - Python
This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.
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Jul 28, 2024 - Jupyter Notebook
Python library for analysing faces using PyTorch
machine-learning computer-vision deep-learning docker-compose pytorch neural-networks face-detection image-analysis facial-expression-recognition facial-detection face-verification 3d-face-alignment facial-landmarks facial-action-units torchvision conda-forge pypi-package deepfake-detection torchscript facial-landmarks-detection
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Nov 17, 2024 - Python
A curated list of awesome Deepfakes materials
deep-learning images videos voices deepfakes deepfake deepfake-detection deepfake-videos deepfake-texts deepfake-voices deepfakes-materials fake-videos
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Feb 7, 2023
Liveness detection SDK Linux - iBeta level 2 compliant 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats
face-recognition biometric-authentication liveness-detection anti-spoofing face-liveness-detection face-anti-spoofing deepfake-detection liveness-detection-sdk face-recognition-sdk face-liveness-detection-sdk face-liveness-detection-python face-anti-spoofing-sdk passive-liveness-detection
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Oct 24, 2024 - Python
Face Liveness Detection SDK - iBeta level 2 compliant passive face liveness detection SDK which can detect printed photos, video replay, 3D masks, and deepfake threats
identity-verification face-recognition face-detection fraud-prevention fraud-detection liveness-detection anti-spoofing face-liveness-detection face-matching face-anti-spoofing deepfake-detection liveness-detection-sdk face-liveness-detection-sdk face-anti-spoofing-sdk
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Oct 24, 2024
A Survey on Deepfake Generation and Detection
face-swap reenactment deepfakes face-attribute-manipulation deepfake-detection talking-head talking-face-generation
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Dec 18, 2024
🔥🔥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
Liveness detection SDK Android - iBeta level 2 compliant 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats
android machine-learning deep-learning identity-verification face-recognition fraud-prevention fraud-detection on-premise biometric-authentication face-liveness-detection face-anti-spoofing deepfake-detection liveness-detection-sdk passive-liveness
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Nov 27, 2024 - Java
Video Face Manipulation Detection Through Ensemble of CNNs
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Jun 27, 2024 - Jupyter Notebook
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
3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).
machine-learning ai deep-learning tensorflow keras biometrics face-recognition face-detection spoofing aml kyc liveness liveness-detection ekyc deepfake spoofing-attack liveness-probe deepfake-detection
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Dec 3, 2024 - C++
[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376
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Jan 14, 2024 - Python
A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.
detection authorship authorship-identification deepfake deepfake-detection ai-generated llms llm-generated-text llm-generated
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Nov 19, 2024
Official implementation of ID-unaware Deepfake Detection Model
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Aug 15, 2023 - C++
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