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boostcampaitech3 / level2-object-detection-level2-cv-08

level2-object-detection-level2-cv-08 created by GitHub Classroom
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YOLO model 실험 #6

Closed hursuk1 closed 2 years ago

hursuk1 commented 2 years ago

YOLOv5n6

use hyp.scratch-high.yaml mAP 0.3499

YOLOv5s6

use hyp.scratch-high.yaml mAP 0.4492

YOLOv5m6

use hyp.scratch-high.yaml mAP 0.5001

YOLOv5l6 + tta

use hyp.scratch-low.yaml mAP 0.5183

YOLOv5x6 + tta

use hyp.scratch-low.yaml mAP 0.5392

YOLOv5x6 + ms + tta (nms iou 0.45, conf > 0.05)

use hyp.scratch-custom.yaml mAP 0.5553