To clean an entire folder of a certain file type (e.g. audio files of .PNG format), you can run:
cd ~
cd allie/cleaning/image_cleaning
python3 cleaning.py /Users/jimschwoebel/allie/load_dir
- clean_extractfaces - extract faces from an image
- clean_greyscale - make all images greyscale
- clean_jpg2png - make images from jpg to png to standardize image formats
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_image_cleaners | the default cleaning techniques used for image data as a part of model training is clean_data == True | ["clean_greyscale"] | ["clean_extractfaces", "clean_greyscale", "clean_jpg2png"] |