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[WACV2021] Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors

yijingru/KG_Instance_Segmentation 54

[MICCAI 2019] Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes

yijingru/ASSD-Pytorch 32

[CVIU 2019] ASSD learns to highlight useful regions on the feature maps while suppressing the irrelevant information, thereby providing reliable guidance for object detection.

yijingru/ANCIS-Pytorch 25

[Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentation

yijingru/Vertebra-Landmark-Detection 21

[ISBI 2020] Vertebra-Focused Landmark Detection for Scoliosis Assessment

yijingru/CRNCIS-Pytorch 5

[ISBI 2019] Context-refined neural cell instance segmentation

yijingru/examples 0

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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[CVIU 2019] ASSD learns to highlight useful regions on the feature maps while suppressing the irrelevant information, thereby providing reliable guidance for object detection.

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issue openedyijingru/BBAVectors-Oriented-Object-Detection

RuntimeError: The size of tensor a (15) must match the size of tensor b (5) at non-singleton dimension 1

图片

In training times such error, is the picture cut size incorrect?

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issue closedyijingru/BBAVectors-Oriented-Object-Detection

Test--IndexError: list index out of range

When I execute the test code, it report error "IndexError: list index out of range". How to deal with it? 图片

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s-s-wang

issue closedyijingru/BBAVectors-Oriented-Object-Detection

How to generate HRSC datasets

Sorry to bother you, I have a question whether the HRSC datasets just resize to 600600 or 608608,or follow the Dota datasets,using splitdata(1) and slitdata(0) with crop size 600*600,stride 100 ,Thank you

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byfate

issue commentyijingru/BBAVectors-Oriented-Object-Detection

How to generate HRSC datasets

Thanks for replying

byfate

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

How to generate HRSC datasets

OK , I got it. you just resize to 608*608 ,am I right ?hhh

byfate

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issue openedyijingru/BBAVectors-Oriented-Object-Detection

How to generate HRSC datasets

Sorry to bother you, I have a question whether the HRSC datasets just resize to 600600 or 608608,or follow the Dota datasets,using splitdata(1) and slitdata(0) with crop size 600*600,stride 100 ,Thank you

created time in 5 days

issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

这是论文中的截图,我训练和测试还没跑起来可否请教几个问题?

------------------ 原始邮件 ------------------ 发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com>; 发送时间: 2020年11月26日(星期四) 晚上9:36 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com>; 抄送: "王帅帅"<1315975525@qq.com>;"Comment"<comment@noreply.github.com>; 主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] question about evaluate (#4)

I want to ask if the pictures of test set also be split

Yes, the dota test set is also split.

您好,我用了ROI Transformer的源码分割了DOTA数据集,但是我没有得到您论文里说的那么多张图片。我最后复现的结果map只有69.7%左右,不知道和图片分割有没有关系。

你好,请问你是分割成608*608大小的图片吗

可能不是,我没有改代码直接分割的,作者的意思是要分割成608*608大小的图片吗

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Linjiehua

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

I want to ask if the pictures of test set also be split

Yes, the dota test set is also split.

您好,我用了ROI Transformer的源码分割了DOTA数据集,但是我没有得到您论文里说的那么多张图片。我最后复现的结果map只有69.7%左右,不知道和图片分割有没有关系。

你好,请问你是分割成608*608大小的图片吗

可能不是,我没有改代码直接分割的,作者的意思是要分割成608*608大小的图片吗

Linjiehua

comment created time in 6 days

issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

I want to ask if the pictures of test set also be split

Yes, the dota test set is also split.

您好,我用了ROI Transformer的源码分割了DOTA数据集,但是我没有得到您论文里说的那么多张图片。我最后复现的结果map只有69.7%左右,不知道和图片分割有没有关系。

你好,请问你是分割成608*608大小的图片吗

Linjiehua

comment created time in 6 days

issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

I want to ask if the pictures of test set also be split

Yes, the dota test set is also split.

您好,我用了ROI Transformer的源码分割了DOTA数据集,但是我没有得到您论文里说的那么多张图片。我最后复现的结果map只有69.7%左右,不知道和图片分割有没有关系。

Linjiehua

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

DOTA v1.0 test results achieved 0.620, a little far from 0.723

和paper中的结果相比,有的类别有上升而有的类别有较大下降

好的,你再试一下,我上面的结果没有改什么,你有在HRSC的数据集上run吗? 我跑的结果 epoch=100(只用训练集map87.6/88.15两次结果,训练集+测试集map89.14)。感觉波动性挺大的,作者的意思应该是只用了训练集(paper,88.6)

您好 我想问下这个HRSC数据集上跑的时候需要crop吗?然后数据splidata需要0.5吗 谢谢

Tarazed

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issue closedyijingru/BBAVectors-Oriented-Object-Detection

About bl tl tr br return by cv2.points

I have read the code about generating the groud truth,and I visiual the image and plot bl tl tr br points in original image. I found that the bl point is not always the bottom left. It will change with the change of x,y w,h ,theta.I am wondering if you can help me in this problem.Does it will affct the definition in the paper, I am little confused.

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byfate

issue commentyijingru/BBAVectors-Oriented-Object-Detection

About bl tl tr br return by cv2.points

OK I get it,appreciated. It actually will change when rotate them, thank your awesome work.

byfate

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

About bl tl tr br return by cv2.points

OK I get it,appreciated. It actually will change when rotate them, thank your awesome work.

byfate

comment created time in 6 days

issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

I guess the catalog is wrong. When I want to train it again, it report error. My image size has been cut to 608*608.

------------------ 原始邮件 ------------------ 发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com>; 发送时间: 2020年11月26日(星期四) 凌晨0:24 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com>; 抄送: "王帅帅"<1315975525@qq.com>;"Comment"<comment@noreply.github.com>; 主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] question about evaluate (#4)

I want to ask if the pictures of test set also be split

Yes, the dota test set is also split.

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Linjiehua

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

Thank you. I guess my category is wrong. I want to train the model again. But it report errors "AttributeError: 'Namespace' object has no attribute 'resume_train'".

------------------ 原始邮件 ------------------ 发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com>; 发送时间: 2020年11月26日(星期四) 凌晨1:10 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com>; 抄送: "王帅帅"<1315975525@qq.com>;"Comment"<comment@noreply.github.com>; 主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] question about evaluate (#4)

Does the result_dota contain the right files? like Task1_baseball-diamond.txt files contain P0045__0.5__0___500 0.683183252811 446.0 444.2 465.2 560.3 348.0 578.1 328.8 461.9 P0045__0.5__0___500 0.636462032795 407.4 252.5 429.9 360.8 315.2 383.2 292.8 274.9 P0045__0.5__0___500 0.531519293785 592.8 219.0 615.2 325.4 516.1 345.5 493.7 239.1 P0045__0.5__0___500 0.160389885306 593.1 411.4 614.1 517.1 547.6 532.2 526.6 426.5 P0045__0.5__0___803 0.659127235413 445.5 139.0 467.2 246.9 355.6 267.6 333.9 159.7 P0045__0.5__0___803 0.542766690254 348.1 382.6 370.6 490.0 255.8 513.1 233.3 405.8
When I execute the eval code, the result_dota file is empty. Is there a problem with my storage path?

If you are testing dota, make sure your test set is split as the trainval set.

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Linjiehua

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

question about evaluate

Does the result_dota contain the right files? like Task1_baseball-diamond.txt files contain

P0045__0.5__0___500 0.683183252811 446.0 444.2 465.2 560.3 348.0 578.1 328.8 461.9
P0045__0.5__0___500 0.636462032795 407.4 252.5 429.9 360.8 315.2 383.2 292.8 274.9
P0045__0.5__0___500 0.531519293785 592.8 219.0 615.2 325.4 516.1 345.5 493.7 239.1
P0045__0.5__0___500 0.160389885306 593.1 411.4 614.1 517.1 547.6 532.2 526.6 426.5
P0045__0.5__0___803 0.659127235413 445.5 139.0 467.2 246.9 355.6 267.6 333.9 159.7
P0045__0.5__0___803 0.542766690254 348.1 382.6 370.6 490.0 255.8 513.1 233.3 405.8

When I execute the eval code, the result_dota file is empty. Is there a problem with my storage path?

Linjiehua

comment created time in 7 days

issue openedyijingru/BBAVectors-Oriented-Object-Detection

Aoubt bl tl tr br return by cv2.points

I have read the code about generating the groud truth,and I visiual the image and plot bl tl tr br points in original image. I found that the bl point is not always the bottom left. It will change with the change of x,y w,h ,theta.I am wondering if you can help me in this problem.3q you

created time in 7 days

issue commentyijingru/BBAVectors-Oriented-Object-Detection

训练自己的数据集,可视化问题

请问在eval之前需要生成result_dota,还是执行python main.py --data_dir dataPath --epochs 80 --conf_thresh 0.1 --batch_size 16 --dataset dota --phase eval这条命令时就可以自动生成?

------------------ 原始邮件 ------------------ 发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com>; 发送时间: 2020年11月25日(星期三) 下午4:00 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com>; 抄送: "王帅帅"<1315975525@qq.com>;"Comment"<comment@noreply.github.com>; 主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

执行eval命令

------------------&nbsp;原始邮件&nbsp;------------------ 发件人: "s-s-wang"<notifications@github.com&gt;;
发送时间: 2020年11月25日(星期三) 下午3:58 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com&gt;;
抄送: "小镇大爱"<1030284071@qq.com&gt;; "Author"<author@noreply.github.com&gt;;
主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

eval.py不是Evaluate the mode步骤中需要的脚本吗?
目前只有图片,想给图片标框,并且输出IOU和坐标到txt文本中,请问是需要执行test命令吗,需要将检测图片切割吗?

------------------&amp;nbsp;原始邮件&amp;nbsp;------------------
发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com&amp;gt;;
发送时间:&amp;nbsp;2020年11月24日(星期二) 下午5:02
收件人:&amp;nbsp;"yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com&amp;gt;;
抄送:&amp;nbsp;"王帅帅"<1315975525@qq.com&amp;gt;;"Comment"<comment@noreply.github.com&amp;gt;;
主题:&amp;nbsp;Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

最后的预测结果还有负的,而且也超过了图像大小
你好,请问这种格式的结果是执行哪一个命令实现的

看一下eval.py


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xiaozhen18239228065

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issue commentyijingru/BBAVectors-Oriented-Object-Detection

训练自己的数据集,可视化问题

好的,但是出现了一个错误,IndexError: list index out of range。我将待检测的图片切割后放到了dataset目录下的test文件夹中,是我的路径位置不对造成的吗?

------------------ 原始邮件 ------------------ 发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com>; 发送时间: 2020年11月25日(星期三) 下午4:00 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com>; 抄送: "王帅帅"<1315975525@qq.com>;"Comment"<comment@noreply.github.com>; 主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

执行eval命令

------------------&nbsp;原始邮件&nbsp;------------------ 发件人: "s-s-wang"<notifications@github.com&gt;;
发送时间: 2020年11月25日(星期三) 下午3:58 收件人: "yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com&gt;;
抄送: "小镇大爱"<1030284071@qq.com&gt;; "Author"<author@noreply.github.com&gt;;
主题: Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

eval.py不是Evaluate the mode步骤中需要的脚本吗?
目前只有图片,想给图片标框,并且输出IOU和坐标到txt文本中,请问是需要执行test命令吗,需要将检测图片切割吗?

------------------&amp;nbsp;原始邮件&amp;nbsp;------------------
发件人: "yijingru/BBAVectors-Oriented-Object-Detection" <notifications@github.com&amp;gt;;
发送时间:&amp;nbsp;2020年11月24日(星期二) 下午5:02
收件人:&amp;nbsp;"yijingru/BBAVectors-Oriented-Object-Detection"<BBAVectors-Oriented-Object-Detection@noreply.github.com&amp;gt;;
抄送:&amp;nbsp;"王帅帅"<1315975525@qq.com&amp;gt;;"Comment"<comment@noreply.github.com&amp;gt;;
主题:&amp;nbsp;Re: [yijingru/BBAVectors-Oriented-Object-Detection] 训练自己的数据集,可视化问题 (#42)

最后的预测结果还有负的,而且也超过了图像大小
你好,请问这种格式的结果是执行哪一个命令实现的

看一下eval.py


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xiaozhen18239228065

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