Comments (2)
Hi,
I follow the orignal instruction and aitodtoolkit and I get some annotation files, but I find the numbers of instances are not consistent as reported in AI-TOD paper. So I want to know if there are any processed annotation files that can be used directly.
I listed the results as following:
My results:
category_id aitod_train.json aitod_val.json aitod_trainval.json aitod_test.json
1 623 170 793 745
2 512 140 652 689
3 5269 2477 7746 5860
4 13539 3791 17330 17633
5 293 34 327 292
6 248051 59906 307957 306678
7 14126 3841 17967 15443
8 176 67 243 290
total 282589 70426 353015 347630
Hi, Thanks for pointing it out. I have checked it. The difference may result from the fact that we have provided two versions of AI-TOD in this repo, the statistical information of the first version (the whole AI-TOD was publicly available before 2022/06) is the same as that in the paper. While due to a license conflict with xView, we then disable the public download link of AI-TOD, you may need to generate the AI-TOD from the provided code, obtaining the second version of AI-TOD, your provided result is the statistical information of the second version. The difference may result from the difference in the code of dataset generation.
We have also checked that the instances in the two versions only differ marginally which will not have an obvious impact on the final detection performance. If you want to download the previous public version, please provide an e-mail address.
from ai-tod.
Thank you so much for your reply!
My email address is [email protected] .
from ai-tod.
Related Issues (20)
- It would be nice to put the source code of the proposed detector (M-CenterNet)
- xView数据集问题 HOT 7
- 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
- Python tool generate_aitod_imgs.py doesn't generate a combined AI-TOD and xView dataset with JSON annotations for use in MMDET-AITOD training HOT 11
- Test set contaminated with Trainval objects! HOT 1
- 是否有合并之前的ai-tod的annotations?
- Clarification Needed on Bounding Box Coordinate Conversion for AI-TOD Dataset in YOLO Format HOT 1
- 请问AI-TOD数据集怎么转换成YOLO格式
- Emergency!!!Error using AI-TOD dataset HOT 4
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