Comments (4)
yijingru
commented on July 17, 2024
Obviously overfitting. You may need validation to early stop your training.
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huyu6789
commented on July 17, 2024
Obviously overfitting. You may need validation to early stop your training
Thank you very much. I'll try.
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zhiqwang
commented on July 17, 2024
Hi @huyu6789 , I know this is the datasets of "智箭" ; ) What is your score are you achieving using this repo?
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s-s-wang
commented on July 17, 2024
Obviously overfitting. You may need validation to early stop your training
Thank you very much. I'll try.
您好，我在用您开源的这个模型训练完自己的数据集之后进行测试，发现了一个奇怪的现象:预测目标的置信度普遍很低，分布大概在0.2到0.4左右，然后很多目标都具有完全重叠(检测框的坐标一模一样)的检测框，而完全重叠的这些框显示的类别却不一样，请问这种现象您觉得会是什么原因造成的呢？面对这种情况，请问能给一些建议吗？
ps:目前的做过的第一个尝试是根据置信度来筛选检测框(判定条件为若有完全重叠的检测框，选择置信度最高的那一个)，而这样做的结果并不理想，甚至准确度会下降很多；第二个尝试是提高检测的阈值conf_thresh到0.25甚至0.3，但就如前面提到过的那样，预测目标的置信度普遍很低，这样做的结果就会导致许多目标检测不出来。测试情况:数据集大概为2700张图片，没有做数据增强，训练了大概800个epoch(我觉得已经足够多了哈哈)，每张图片分辨率为1024x1024.
你好，请问输出您这样类型的结果，执行的那一条命令？
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Related Issues (20)
- 关于HRSC数据集的最好结果 HOT 2
- TypeError: 'int' object is not iterable HOT 2
- IndexError: list index out of range in Eval phase when file names have different format
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- 怎么生成trainval.txt和test.txt? HOT 1
- how to train my custom dataset is in coco json format? HOT 2
- ModuleNotFoundError: No module named 'dota_kit' HOT 3
- down ratio and coordination order HOT 1
- ModuleNotFoundError: No module named 'dota_kit' HOT 1
- Question about wrong implementation in decode_prediction()
- KeyError: 'container-crane' HOT 5
- dota的map只有63 HOT 2
- when turn resnet101 to resnet18 and resnet34 in ctrbox_net.py(line13), got problem!! HOT 2
- 可以展示一下数据集的结构嘛，也就是datasets的目录结构
- dota上loss多少可以认为已经收敛？ HOT 1
- 对比试验 HOT 1
- 环境搭建
- 测试fps
- Inquiry Regarding Download of the Dataset Used in the Paper [Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images]
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