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06fe1314d8
added better pitch/yaw estimator from 68 landmarks, improving face yaw accuracy for sorting and trainers, added sort by face-pitch
33 lines
1.1 KiB
Markdown
33 lines
1.1 KiB
Markdown
### **Sort tool**:
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`blur` places most blurred faces at end of folder
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`hist` groups images by similar content
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`hist-dissim` places most similar to each other images to end.
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`hist-blur` sort by blur in groups of similar content
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`face-pitch` sort by face pitch direction
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`face-yaw` sort by face yaw direction
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`brightness`
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`hue`
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`black` Places images which contains black area at end of folder. Useful to get rid of src faces which cutted by screen.
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`final` sorts by yaw, blur, and hist, and leaves best 1500-1700 images.
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Best practice for gather src faceset from tens of thousands images:
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1) `black` -> then delete faces cutted by black area at end of folder
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2) `blur` -> then delete blurred faces at end of folder
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3) `hist` -> then delete groups of similar unwanted faces and leave only target face
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4) `final` -> then delete faces occluded by obstructions
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Best practice for dst faces:
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1) delete first unsorted aligned groups of images what you can to delete. Dont touch target face mixed with others.
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2) `hist` -> then delete groups of similar and leave only target face
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