How to structure your files before running extract_videos.py Place extract_videos.py in the same directory (now referred to as "root") as "hmdb51_org" and the splits folder Rename folder containing splits text files to "splits" Make a folder named "data" in the root directory Make folders named "test" and "train" in the "data" folder Make sure hmdb51 dataset folder is named "hmdb51_org" and that everything inside is extracted Run extract_videos.py to completion - should see action folders appearing in "test" and "train" How to get dataset batch files Define data folder and create folder within named "dataset_{}" [number of frames] and folders within named "test" and "train Run dataset.py