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190

514

mit

17

Towards deepfake detection that actually works

resnet pytorch deepfake deepfakes resnet-18 deep-fakes deep-learning faceforensics new-york-times deepfake-dataset machine-learning transfer-learning deepfake-detection

Created 2019-11-08

18 commits to master branch, last one 4 years ago

53

200

mit

2

Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.

dfdc pytorch deepfakes efficientnet deep-learning faceforensics deepfake-videos deepfake-detection vision-transformer deepfakes-classification deepfake-detection-challenge convolutional-neural-networks

Created 2021-07-28

21 commits to main branch, last one about a year ago

19

92

mit

3

Determine whether a given video sequence has been manipulated or synthetically generated

pytorch deepfakes fake-news efficientnet triplet-loss deep-learning faceforensics siamese-network ensemble-learning transfer-learning vision-transformers deep-neural-networks deepfakes-classification deepfake-detection-challenge

Created 2021-11-28

70 commits to master branch, last one about a year ago

18

61

mit

3

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

cnn rnn keras facenet celeb-df deepfakes tsne-plot triplet-loss deep-learning faceforensics face-forensics transfer-learning video-classification deepfakes-classification

Created 2020-01-08

42 commits to master branch, last one about a year ago

7

55

unknown

2

Unofficial Implementation: Learning Self-Consistency for Deepfake Detection

pytorch deepfakes consistency faceforensics self-supervision deepfake-detection

Created 2021-08-10

117 commits to main branch, last one 2 years ago