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deepfake-detection

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abhijitjadhav1998 / Deepfake_detection_using_deep_learning

Star 545

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.

deep-learning deepfakes deepfake-detection deepfake-detection-challenge
  • Updated Jul 28, 2024
  • Jupyter Notebook

Faceplugin-ltd / FaceLivenessDetection-Linux

Star 387

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
  • Updated Oct 24, 2024
  • Python

Faceplugin-ltd / Face-Liveness-Detection-SDK

Star 381

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
  • Updated Oct 24, 2024

Faceplugin-ltd / FaceLivenessDetection-Android

Star 326

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
  • Updated Oct 24, 2024
  • Java

davide-coccomini / Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection

Star 238

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
  • Updated Dec 7, 2022
  • Jupyter Notebook

DoubangoTelecom / FaceLivenessDetection-SDK

Star 215

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
  • Updated Oct 17, 2024
  • C

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