dfdc_deepfake_challenge
deepfake-scanner
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| dfdc_deepfake_challenge | deepfake-scanner | |
|---|---|---|
| 3 | 1 | |
| 670 | 115 | |
| - | - | |
| 0.0 | 0.9 | |
| about 1 year ago | almost 3 years ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
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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-scanner
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deepfake detected
correct - if you would like to know more about the detection accuracy you can visit their github here: https://github.com/deepware/deepfake-scanner/blob/main/deepware.md
What are some alternatives?
faceswap - Deepfakes Software For All
DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.
DeepFake-Detection - Towards deepfake detection that actually works
deepfake-detection - DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.
PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
FaceForensics - Github of the FaceForensics dataset
Swap-Mukham - A simple face swapper tool.
SeqDeepFake - [ECCV 2022] PyTorch code for SeqDeepFake: Detecting and Recovering Sequential DeepFake Manipulation
DFSpot-Deepfake-Recognition - Determine whether a given video sequence has been manipulated or synthetically generated
These-People-Do-Not-Exist - AI that generates human faces which have never been seen before. The future is now 😁
fakeVideoForensics - Detect deep fakes videos