Jewelry detector (alpha) is a YOLO11s-seg model trained to detect and segment anime-style jewelry for ADetailer.
It can detect necklaces, long earrings/jewelry, bells, bracelets, gems, heart emblems, cross emblems, loop jewelry and some decorative accessories.
This is an early alpha release. It works on anime-style images, (i mean like anime screencap because i can't tell if semi realistic or stylized anime image will works as well), but small gems, thin chains, ribbons and ambiguous decorations may still be missed or misclassified.
Note: if the jewery is really poorly generated , it may not be detected.
Validation of 0.1:
34 images / 107 instances
Box:
P 0.730 / R 0.632 / mAP50 0.685 / mAP50-95 0.560
Mask:
P 0.730 / R 0.632 / mAP50 0.681 / mAP50-95 0.446
~190 training image
Classes:
- gem_jewelry
- loop_jewelry
- bracelet
- long_jewelry
- ribbon_accessory
- bell
- emblem_accessory
- necklace
- heart_emblem
- cross_emblem
may work better at imgsz = 1024 or 2048 in some case with the custom version of aadetailer (forge neo) in optional file.
use retina mask option for potential higher mask precision.