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added better pitch/yaw estimator from 68 landmarks, improving face yaw accuracy for sorting and trainers, added sort by face-pitch
1.1 KiB
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:
black
-> then delete faces cutted by black area at end of folderblur
-> then delete blurred faces at end of folderhist
-> then delete groups of similar unwanted faces and leave only target facefinal
-> then delete faces occluded by obstructions
Best practice for dst faces:
- delete first unsorted aligned groups of images what you can to delete. Dont touch target face mixed with others.
hist
-> then delete groups of similar and leave only target face