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UPEEC

YOLO Versions (v3 to YOLO12)

From Darknet's YOLOv3/v4 to Ultralytics YOLOv5/v8/YOLO11 and newer research variants.

Intermediate
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  • YOLOv3/v4 — Darknet era.
  • YOLOv5, YOLOv8, YOLO11 — Ultralytics, easy Python API, detection/segmentation/pose/OBB.
  • YOLOv6, YOLOv7, YOLOv9, YOLOv10, YOLO12 — research releases (YOLOv10 removes NMS; YOLO12 is attention-centric).
  • YOLO-NAS, YOLOX, PP-YOLO(E), DAMO-YOLO, RTMDet — alternative families. Benchmark on your data; newest isn't always best for your hardware.

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