Comments (8)
你好,可以安装一下这个计算APtiny的库https://github.com/jwwangchn/cocoapi-aitod。此外,如果使用的是mmdetection框架,还需要对mmdet/datasets/中的文件进行修改,请参考https://github.com/jwwangchn/NWD/blob/main/mmdet/datasets/aitod.py
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好的,谢谢,我没有使用mmdetection,应该怎么使用这个工具呢?
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好的,谢谢,我没有使用mmdetection,应该怎么使用这个工具呢?
如果不是mmdetection,需要根据自己的检测框架修改evaluate的代码,主要是把pycocotools中import的COCOeval改成从aitodpycocotools中import;如果想要使用mmdetection,可以参考官方repo,或者适配了AI-TOD的repo
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感谢您的耐心解答,目前我已测出大部分指标,不知如何测得各个类别的oLRP呢?
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感谢您的耐心解答,目前我已测出大部分指标,不知如何测得各个类别的oLRP呢?
你好,cocoapi-aitod的相关文件中有计算oLRP的代码可以参考一下,不过相比于AP指标,oLRP使用较少并且计算比较耗时,在论文中只报告AP也是可以的。
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嗯嗯,我直接使用cocoapi-aitod评估结果,只有整体的oLRP,但我看论文中有各个类别的oLRP,请问这些指标可以用该工具计算吗?
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嗯嗯,我直接使用cocoapi-aitod评估结果,只有整体的oLRP,但我看论文中有各个类别的oLRP,请问这些指标可以用该工具计算吗?
这个代码包含了各个类别oLRP的信息,但是如果想要print出来,需要修改一下代码,oLRP的结果如果我没记错的话应该有三个维度组成[K,A,M],其中K这个维度指代类别维度,可以用类别进行索引得到classwise的oLRP结果
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好的,再次感谢!
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Related Issues (20)
- Unexpected results from DotD papre HOT 5
- train on my own dataset HOT 1
- It would be nice to put the source code of the proposed detector (M-CenterNet)
- xView数据集问题 HOT 7
- About the annotation files of AI-TOD HOT 2
- How to download Xview Training set in terminal? HOT 1
- What is the keyword of AI-TOD_wo_xview HOT 1
- ModuleNotFoundError: No module named 'lxml' HOT 1
- 请问aitod(不包括xview部分)是coco格式吗? HOT 1
- Not able to find the xview_train.geojson file HOT 3
- Error in tiff images while executing python generate_aitod_imgs.py. HOT 21
- Is there any other way to download the AITOD dataset, such as Baidu Netdisk ? HOT 9
- AI-TOD的标签 HOT 2
- AP未达到论文中报告的结果 HOT 4
- NameError: name 'wasserstein_nms' is not defined HOT 1
- 如何支持其他框架的aitod数据集适配 HOT 1
- label format dataset HOT 2
- How to download the dataset HOT 3
- When the dataset comes HOT 2
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