Fitting video feature maps into an LSTM network

This is for a college project for detecting deepfake videos. It is in a very early stage. Currently I am using videos from the Celeb-DF dataset. The videos were trimmed to 10 secs / 30 frames per second resulting in 300 frames per video.

I used the OpenFace2 windows GUI to extract features from the videos. I now have a collection of csv files for each video file separated to two directories each for fake and real videos. I'm currently …

college computervision dataset deepfake extract feature gui lstm maps network per project stage video videos windows