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知识蒸馏

训练教师模型

model_t = YOLO('yolov8l.pt')
model_t.train(data=data, epochs=100, imgsz=640, Distillation = None)

学生模型

model_s = YOLO('yolov8s.pt')
model_s.train(data=data, epochs=100, imgsz=640, Distillation = model_t.model)

提示

选择蒸馏方法施主自行到/ultralytics/yolo/engine/trainer.py:176行更改通道数以及CWDLoss 或者 MGDLoss。

效果

炼丹需要看各位施主的缘分。一般提高0.2-0.5map。

心得

大学教授不一定教好小学生。

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