Remote-Sensing-RVSA

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推理得到的结果如何计算mIou指标

6

您好，我想在inference的时候将得到的result与gt计算miou等相关指标。现在我使用在potsdam上预训练的权重，在potsdam的验证集上进行推理，然后使用../mmseg/core/evaluation/metrics.py，计算得到的{'aAcc': array(0.04249801), 'IoU': array([0.06536244, 0.00681113, 0.0036782 , 0.02882337, 0.00158446]), 'Acc': array([0.34386185, 0.01245181, 0.00750425, 0.05191632, 0.00163203])}，这似乎与您公布的在potsdam上的OA 91.1的相差甚远，我不太清楚该如何解决。期待您的回复。 以下是我的推理代码: `image_root = "/data/user5/potsdam/img_dir/val" ann_root = "/data/user5/potsdam/ann_dir/val" image_list = os.listdir(image_root) device = "cuda" if...

youngbaldy

预训练模型

1

有直接用于提取遥感影像特征的预训练模型吗，我想的是提取特征，之后融合其他特征用于自己的一个回归任务。

CruGarnet

图片大小不一样

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这个可以处理非标准遥感影像吗，还是说每次都得映射到同一个标准大小

CruGarnet

Pretrained Model Weights

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您好，是否方便更新一个百度盘或者谷歌盘版本的Pretrained Model Weights ？ Onedrive分享的文件已经无法打开，可能是由于达到了分享上限或者是微软服务比较不稳定。 ------------------------------------------------------------------------------------------------------------------------------------------------------ Hello, are you able to update a Baidu or Google Drive version of the Pretrained Model Weights? The file shared on OneDrive can no...

grandwang

KeyError: 'OrientedRCNN is not in the models registry'

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 I have run the inference command using the following command: python image_demo.py demo/demo.jpg \ configs/obb/oriented_rcnn/vit_base_win/faster_rcnn_orpn_our_rsp_vitae-nc-base-win-rvsa_v3_wsz7_fpn_1x_dota10_ms_lr1e-4 _ldr75_dpr15.py \ checkpoints/vitae_rvsa_new.pth \ --device cpu Its using image_demo.py file from OBBDetection. I am...

AbhaSinghPathania

Model pth

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Hi, May I ask what are vit_rvsa.pth, vitae_rvsa.pth, vit_rvsa_kvdiff.pth, vitae_rvsa_kvdiff.pth? At first, I thought the 'Model' column in each downstream task contains checkpoints for traning model on different dataset, but...

HuangShiqi128

Questions about labels for the MillionAID dataset

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Hello. This is a very valuable work. I have a question to ask you. In the MillionAIDdataset used in this paper, only 10,000 images are given classification labels, while the...

haoshao-nku

I reproduced the code with an accuracy of only 54

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The original code version is too old, so I reproduced the code to the new mmrotate version. I loaded the weights you provided and it went fine, the result was...

facias914

LoveDA dataset training proble

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It is written in the paper that train and val sets of LoveDA are combined for training, but the downloaded test set is not marked. How do you use the...

an1018

Problem：MillionAID dataset

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请问作者，文中使用的Million数据集在官网下载地址中，train文件只有1w张图片 1.82G，与所提到的MillionAID有百万图片不符，请问具体实验是使用多少图片做训练和测试的？ 期待您的回复，谢谢解答

wangjiawen-123