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Published 20 hours ago • verified publisher icon bubbliiiing

使用自己的数据集，个别类的准确率只有40%.

Open lyon-v opened this issue 3 years ago • 3 comments

91.54% = board AP || score_threhold=0.5 : F1=0.90 ; Recall=83.91% ; Precision=97.05% 51.44% = branch AP || score_threhold=0.5 : F1=0.24 ; Recall=16.67% ; Precision=40.00% 97.72% = spot AP || score_threhold=0.5 : F1=0.93 ; Recall=92.86% ; Precision=92.86% mAP = 80.23%

可以用torchvision的数据增强方法吗，那损失是不是得重新改

lyon-v avatar May 24 '21 02:05 lyon-v

而且图片分辨率是30504000，512512 是否够用

lyon-v avatar May 25 '21 01:05 lyon-v

1、我不知道怎么用，损失和增强没关系 2、不够，可以调大

bubbliiiing avatar May 30 '21 03:05 bubbliiiing

91.54% = board AP || score_threhold=0.5 : F1=0.90 ; Recall=83.91% ; Precision=97.05% 51.44% = branch AP || score_threhold=0.5 : F1=0.24 ; Recall=16.67% ; Precision=40.00% 97.72% = spot AP || score_threhold=0.5 : F1=0.93 ; Recall=92.86% ; Precision=92.86% mAP = 80.23%

可以用torchvision的数据增强方法吗，那损失是不是得重新改

你那个branch目标是不是小目标，比较小

lkhwhkzz avatar Dec 05 '23 03:12 lkhwhkzz