search

DariusAf / MesoNet

"MesoNet: a Compact Facial Video Forgery Detection Network" (D. Afchar, V. Nozick) - IEEE WIFS 2018
Apache License 2.0
249 stars 110 forks source link

Does not work on fake videos. #23

Open mirfan899 opened 4 years ago

mirfan899 commented 4 years ago

I'm trying to detect fake video and it does not work. Here is the video I'm using for fake detection https://youtu.be/r1jng79a5xc Here is output

Dealing with video  Jennifer Lawrence-Buscemi on her favorite housewives [Deepfake].mp4
Face extraction warning :  0 - found face in full frame [(173, 797, 334, 636)]
Face extraction warning :  1444 - found face in full frame [(156, 690, 316, 529)]
Face extraction report of not_found : 2
Face extraction report of no_face : 0
Predicting  Jennifer Lawrence-Buscemi on her favorite housewives [Deepfake].mp4
2020-03-13 12:18:34.535467: W tensorflow/core/framework/cpu_allocator_impl.cc:81] Allocation of 86507520 exceeds 10% of system memory.
2020-03-13 12:18:34.554189: W tensorflow/core/framework/cpu_allocator_impl.cc:81] Allocation of 86507520 exceeds 10% of system memory.
2020-03-13 12:18:34.586315: W tensorflow/core/framework/cpu_allocator_impl.cc:81] Allocation of 86507520 exceeds 10% of system memory.
`Jennifer Lawrence-Buscemi on her favorite housewives [Deepfake]` video class prediction : 1.0
AnniRen commented 4 years ago

Me neither

mirfan899 commented 4 years ago

any update?

pcmg12138 commented 3 years ago

me neither, did you solved?

hzhumsc commented 2 years ago

Hi, guys! Did you find the reason why it returns the trivial value for manipulated videos?

hzhumsc commented 2 years ago

I think it's a matter of the weights. The author's weights are trained w.r.t. the specific manipulation.