To clean an entire folder of video files in .MP4 format, you can run:
cd ~
cd allie/cleaning/audio_cleaning
python3 cleaning.py /Users/jimschwoebel/allie/load_dir
- clean_alignfaces - takes out faces from a video frame and keeps the video for an added label
- clean_videostabilize - stabilizes a video frame using vidgear (note this is a WIP)
Here are some default settings relevant to this section of Allie's API:
| setting | description | default setting | all options |
|---|---|---|---|
| clean_data | whether or not to clean datasets during the model training process via default cleaning scripts. | False | True, False |
| default_video_cleaners | the default cleaning strategies used for videos if clean_data == True | ["clean_alignfaces"] | ["clean_alignfaces", "clean_videostabilize"] |