dfdc_deepfake_challenge
DeepFake-Detection
| dfdc_deepfake_challenge | DeepFake-Detection | |
|---|---|---|
| 3 | 1 | |
| 725 | 464 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| about 1 year ago | over 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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dfdc_deepfake_challenge
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How are deepfakes different from beauty face filters?
For example I used a scanner using this model https://github.com/selimsef/dfdc_deepfake_challenge/blob/master/README.md
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Google, Facebook and Twitter must tackle deepfakes and fake accounts, or risk EU fines up to 6% of their global turnover--not to mention healthy societies
An example of this happening is this code from two years ago. When first created, it achieved 82.56% accuracy, but only achieved around 65% accuracy with newer videos. A new paper released last month managed to achieve 99% accuracy on modern deepfakes, but it's really only a matter of months until a new deepfake algorithm is created that diminishes this substantially either using it adversarially or through a novel technique.
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Whole Dutch parliamentary of foreign affairs fooled by a deepfake zoom call of an employee of Alexei Navalny
Here's a deepfake detection github
DeepFake-Detection
What are some alternatives?
faceswap - Deepfakes Software For All
Swap-Mukham - A simple face swapper tool.
deepfake-detection - DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.
facenet-pytorch - Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
deepfake-scanner - Deepfake Scanner by Deepware.
jax-resnet - Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).
FaceForensics - Github of the FaceForensics dataset
transfer-learning-conv-ai - 🦄 State-of-the-Art Conversational AI with Transfer Learning
SeqDeepFake - [ECCV 2022] PyTorch code for SeqDeepFake: Detecting and Recovering Sequential DeepFake Manipulation
DEEPFAKE-AUDIO - An audio deepfake is when a “cloned” voice that is potentially indistinguishable from the real person’s is used to produce synthetic audio.
pytorch_resnet_cifar10 - Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.