DeepFaceLab/doc/doc_sort_tool.md
iperov 06fe1314d8 removing default yaw_value from DFLIMG files,
added better pitch/yaw estimator from 68 landmarks,
improving face yaw accuracy for sorting and trainers,
added sort by face-pitch
2019-02-12 21:31:37 +04:00

1.1 KiB

Sort tool:

blur places most blurred faces at end of folder

hist groups images by similar content

hist-dissim places most similar to each other images to end.

hist-blur sort by blur in groups of similar content

face-pitch sort by face pitch direction

face-yaw sort by face yaw direction

brightness

hue

black Places images which contains black area at end of folder. Useful to get rid of src faces which cutted by screen.

final sorts by yaw, blur, and hist, and leaves best 1500-1700 images.

Best practice for gather src faceset from tens of thousands images:

  1. black -> then delete faces cutted by black area at end of folder
  2. blur -> then delete blurred faces at end of folder
  3. hist -> then delete groups of similar unwanted faces and leave only target face
  4. final -> then delete faces occluded by obstructions

Best practice for dst faces:

  1. delete first unsorted aligned groups of images what you can to delete. Dont touch target face mixed with others.
  2. hist -> then delete groups of similar and leave only target face