MesoNet cannot Classify Original Videos accurately
kavilan-nair opened this issue · comments
Kavilan Nair commented
I am trying to test different generative deepfake defense mechanisms on both Xception and MesoNet models.
When I run the detect_from_video.py script using the linked pretrained mesonet weights, I am seeing that it classifies most original images as deepfakes. I am not sure if I am doing something wrong when loading the model in to run inference. Could you possibly confirm if this is the same behaviour you see.
I noticed that your paper didn't test the adversarial attacks on the original class too. Was there a reason for this?
Ben Pinhasov commented
@kavilan-nair
I have this issue too. did you solve it?