请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 #1

hu-wei-carrzy · 2023-04-04T06:24:47Z

No description provided.

Xuyihaoby · 2023-04-04T10:26:25Z

是的，数据路径都是差不多的。基本上就是基于mmedetection修改出来的。

hu-wei-carrzy · 2023-04-04T11:07:31Z

非常感谢您的回复！但是我在按照环境配置后出现一些问题导入报错

------------------ 原始邮件 ------------------ 发件人: ***@***.***>; 发送时间: 2023年4月4日(星期二) 晚上6:26 收件人: ***@***.***>; 抄送: ***@***.***>; ***@***.***>; 主题: Re: [Xuyihaoby/rotate_detection] 请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 (Issue #1) 是的，数据路径都是差不多的。基本上就是基于mmedetection修改出来的。 — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you authored the thread.Message ID: ***@***.***>

Xuyihaoby · 2023-04-04T11:09:21Z

方便提供相关导入报错信息吗？

hu-wei-carrzy · 2023-04-04T11:14:13Z

以下是我的报错 /home/giant/miniconda3/envs/hw_rotate/bin/python /media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/configs/oriented_rcnn/oriented_rcnn_r50_fpn_1x.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/workdirs/oriented_rcnn/oriented_rcnn_r50_fpn_1x Traceback (most recent call last):   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py", line 15, in <module>     from mmdet.apis import set_random_seed, train_detector   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/__init__.py", line 1, in <module>     from .inference import (async_inference_detector, inference_detector,   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/inference.py", line 10, in <module>     from mmdet.core import get_classes   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/__init__.py", line 2, in <module>     from .bbox import *  # noqa: F401, F403   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/bbox/__init__.py", line 1, in <module>     from .assigners import (AssignResult, BaseAssigner, CenterRegionAssigner,   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/bbox/assigners/__init__.py", line 1, in <module>     from .approx_max_iou_assigner import ApproxMaxIoUAssigner   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/bbox/assigners/approx_max_iou_assigner.py", line 4, in <module>     from ..iou_calculators import build_iou_calculator   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/bbox/iou_calculators/__init__.py", line 3, in <module>     from .riou2d_calculator import RBboxOverlaps2D, ConvexOverlaps2D, rbbox_overlaps, rbbox_overlaps_v2, rbbox_overlaps_v3   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/core/bbox/iou_calculators/riou2d_calculator.py", line 1, in <module>     from mmdet.ops import rbbox_iou_iof, obb_overlaps   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/ops/__init__.py", line 5, in <module>     from .polygon_geo import polygon_iou   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/ops/polygon_geo/__init__.py", line 1, in <module>     from .polygon_geo import polygon_iou   File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/ops/polygon_geo/polygon_geo.py", line 1, in <module>     from . import polygon_geo_cpu ImportError: cannot import name 'polygon_geo_cpu' from partially initialized module 'mmdet.ops.polygon_geo' (most likely due to a circular import) (/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/ops/polygon_geo/__init__.py) Process finished with exit code 1

…

------------------ 原始邮件 ------------------ 发件人: ***@***.***>; 发送时间: 2023年4月4日(星期二) 晚上7:09 收件人: ***@***.***>; 抄送: ***@***.***>; ***@***.***>; 主题: Re: [Xuyihaoby/rotate_detection] 请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 (Issue #1) 方便提供相关导入报错信息吗？ — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you authored the thread.Message ID: ***@***.***>

Xuyihaoby · 2023-04-04T11:30:20Z

是否有运行以下命令去编译算子 pip install -v -e . # or "python setup.py develop"？

hu-wei-carrzy · 2023-04-04T11:33:47Z

有运行命令python setup.py develop

Xuyihaoby · 2023-04-04T11:36:58Z

成功编译了？

hu-wei-carrzy · 2023-04-04T11:51:48Z

我重头再按教程来一次

Xuyihaoby · 2023-04-04T11:52:50Z

没事儿，如果实在不太好编译的话，这里也更加推荐原作者版或者mmrotate，我在reference下也已经贴明链接：）

hu-wei-carrzy · 2023-04-04T12:02:08Z

我之前用的就是mmrotate

hu-wei-carrzy · 2023-04-04T13:04:23Z

conda create -n hw-rotate python=3.7 -y
conda activate hw-rotate
pip install torch==1.7.0+cu110 torchvision==0.8.1+cu110 torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html
pip install mmcv-full==1.2.5 -f https://download.openmmlab.com/mmcv/dist/cu110/torch1.7.0/index.html
pip install -r requirements/build.txt
python setup.py develop

/home/giant/miniconda3/envs/hw-rotate/bin/python /media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/configs/ReDet/faster_rcnn_re50_refpn_1x.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/workdirs/ReDet/faster_rcnn_re50_refpn_1x
Traceback (most recent call last):
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py", line 15, in
from mmdet.apis import set_random_seed, train_detector
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/init.py", line 1, in
from .inference import (async_inference_detector, inference_detector,
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/inference.py", line 11, in
from mmdet.datasets import replace_ImageToTensor
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/datasets/init.py", line 2, in
from .cityscapes import CityscapesDataset
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/datasets/cityscapes.py", line 16, in
from .coco import CocoDataset
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/datasets/coco.py", line 21, in
assert pycocotools.version >= '12.0.2'
AttributeError: module 'pycocotools' has no attribute 'version'

我尝试 pip install pycocotools==12.0.2 都没有这个版本

hu-wei-carrzy · 2023-04-04T13:05:18Z

实在抱歉，又来打扰了

Xuyihaoby · 2023-04-04T13:12:05Z

你可以尝试搜索一下，有些可能是mmdetection之前遗留下来的问题；以下是我搜到的结果open-mmlab/mmdetection#3761

hu-wei-carrzy · 2023-04-04T13:17:02Z

是的我也找到了，又有新的缺包，了我的天

hu-wei-carrzy · 2023-04-04T13:23:13Z

/home/giant/miniconda3/envs/hw-rotate/bin/python /media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/configs/ReDet/faster_rcnn_re50_refpn_1x.py /media/giant/Data/WorkSpace/hw/rotate_detection-main/workdirs/ReDet/faster_rcnn_re50_refpn_1x
Traceback (most recent call last):
File "/home/giant/miniconda3/envs/hw-rotate/lib/python3.7/site-packages/cupy/init.py", line 16, in
from cupy import _core # NOQA
File "/home/giant/miniconda3/envs/hw-rotate/lib/python3.7/site-packages/cupy/_core/init.py", line 1, in
from cupy._core import core # NOQA
ImportError: libcudart.so.10.1: cannot open shared object file: No such file or directory

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/tools/train.py", line 15, in
from mmdet.apis import set_random_seed, train_detector
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/init.py", line 1, in
from .inference import (async_inference_detector, inference_detector,
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/apis/inference.py", line 11, in
from mmdet.datasets import replace_ImageToTensor
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/datasets/init.py", line 16, in
from .dotav1 import DOTADatasetV1
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/datasets/dotav1.py", line 13, in
from ..models.utils import transXyxyxyxy2Xyxy
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/models/init.py", line 1, in
from .backbones import * # noqa: F401,F403
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/models/backbones/init.py", line 32, in
from .involution import RedNet
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/models/backbones/involution.py", line 8, in
from ..utils.involution_cuda import involution
File "/media/giant/Data/WorkSpace/hw/rotate_detection-main/mmdet/models/utils/involution_cuda.py", line 9, in
import cupy
File "/home/giant/miniconda3/envs/hw-rotate/lib/python3.7/site-packages/cupy/init.py", line 37, in
raise ImportError(_msg) from e
ImportError: CuPy is not correctly installed.

If you are using wheel distribution (cupy-cudaXX), make sure that the version of CuPy you installed matches with the version of CUDA on your host.
Also, confirm that only one CuPy package is installed:
$ pip freeze

If you are building CuPy from source, please check your environment, uninstall CuPy and reinstall it with:
$ pip install cupy --no-cache-dir -vvvv

Check the Installation Guide for details:
https://docs.cupy.dev/en/latest/install.html

original error: libcudart.so.10.1: cannot open shared object file: No such file or directory

Process finished with exit code 1

在build.txt中cupy-cuda101 # note: depend on cuda version，是这个的·原因吗

Xuyihaoby · 2023-04-04T13:25:42Z

是的你可以选择安装正确的cupy 或者直接在框架下把使用这个包的代码以及相关文件屏蔽

hu-wei-carrzy · 2023-04-04T13:27:38Z

pip install torch==1.7.0+cu110 torchvision==0.8.1+cu110 torchaudio==0.7.0 -f

我下载的是cupy-cuda110，但是还是这个报错

Xuyihaoby · 2023-04-04T13:28:48Z

这个可能需要你自己根据报错情况进行相关调整了

hu-wei-carrzy · 2023-04-04T14:17:59Z

好像配好了，没有导入报错，也可以生成workdirs了，数据集格式好像不太对报错 0.0，今天真是麻烦大哥了

hu-wei-carrzy · 2023-04-09T10:34:38Z

请问我训练之后，提交到dota官网，报错。我之前在mmrotate生成的可以提交成功。

好像区别就是图片名称

请问是没有切割test数据集么

hu-wei-carrzy · 2023-04-09T10:46:13Z

我使用

但是没有切割test数据集，这是提交的结果

请问是要怎么操作额

hu-wei-carrzy · 2023-04-09T11:38:27Z

total_epochs=12
evaluation = dict(interval=24, metric='bbox')
我改成
evaluation = dict(interval=1, metric='mAP')
没有效果，没有每轮训练输出mAP，要怎么才能看到每轮的训练效果呀
麻烦您了。

Xuyihaoby · 2023-04-09T12:12:33Z

在这里生成文件的步骤是分开的，test数据集是切割之后检测再合并的；关于每轮的eval，由于训练效率原因直接将其flag设置为了False，所以这么改是没有效果的。这个框架不像mmrotate那么容易上手，更多的是我自己的一些记录，有些问题可能需要自己阅读源码进行相应的修改：）

hu-wei-carrzy · 2023-04-10T00:58:48Z

#python tools/test.py configs/oriented_rcnn/oriented_rcnn_r50_fpn_1x.py workdirs/oriented_rcnn/oriented_rcnn_r50_fpn_1x/latest.pth --format-only --eval-options submission_dir=workdirs/oriented_rcnn/Task1_results
这是我用的命令，您说的步骤是分开的要怎么操作额，合并要怎么合并额，打扰您了。

hu-wei-carrzy · 2023-04-10T01:31:22Z

还有就是怎么设置才能看到每轮的eval，我好像没有找到您说的将flag设置为了False，麻烦您了。

Xuyihaoby · 2023-04-10T04:20:03Z

测试集同样需要使用DOTA-devkit进行切割，输出使用test输出pkl文件后，利用parse results进行后处理，具体可以参考[https://github.com/csuhan/ReDet]；在train中把eval默认参数进行修改，之后如若出现一些bug，你可以深入源码尝试自行修改。

hu-wei-carrzy · 2023-04-11T01:08:49Z

在trian.py中修改eval的默认参数，是train_detector中的validate么我修改为true后，在每轮训练的时候就卡在那里不动了


实在不好意思，尝试了一晚上没有效果，又得打扰一下您了

Xuyihaoby · 2023-04-11T08:10:10Z

在线训练验证确实有可能遇到这样的问题，你可以选择自行更深入的修改，或者离线通过保存每一轮的epoch进行离线验证。

Xuyihaoby closed this as completed Apr 11, 2023

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请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 #1

请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 #1

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请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 #1

请问有没有详细的使用手册，数据集路径啥的是和mmdetection一样的么，本人小白，看到大佬的框架非常佩服，非常感谢 #1

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