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The indexing of 1 is incorrect. Given a path, it will think the file name is the first thing in the path. To be consistent with line 174 I simply replaced 1 with -1. But can also use os.path.basename(sample).split(".")[0]
I noticed this when I was using the feat_extract_pytorch.py in action_recognition, and tried to use my custom data paths in the txt file pointed to by VAL_ANNO_PATH in the configuration yaml files. My input was 4 videos, but my output was just 1 file because this bug caused all the output file paths to be the same path.