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Code release for Scribble-attention Hierarchical Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images.

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Mollylovesky/SH-Net

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SH-Net

https://link.springer.com/article/10.1007/s10489-022-04014-0

Requirements

Install Pytorch.

Training data

The training data can be downloaed from (EORSSD) Dataset. Our edge map from: https://github.com/yun-liu/rcf.

Pretrained weights for backbone

The pretrianed weight for backbone can be downloaded from [VGG16].(BaiduNetDisk:https://pan.baidu.com/s/1hbIShLB-iYuRXy59iVvg8g extract code:msrp).

Test Model

  1. Modify the testing image path accordingly.
  2. You need to get the test images (BaiduNetDisk:https://pan.baidu.com/s/1u8W5iGMPFnQCdhaV1d6FHw extract code:6h6e).
  3. Run ./test.py

Visualization

Code in visual.py helps generate visualization. alt text You can find our results on EORSSD and ORSSD dataset here: BaiduNetDisk:https://pan.baidu.com/s/1DG35rlwtWV8RBJnNTnzALQ extract code:k9c4

You can find our visual results on EORSSD and ORSSD dataset here: BaiduNetDisk: https://pan.baidu.com/s/15d2r_EJ_YHCRrmSXpGrM2g extract code:n1ce

Acknowledgement

Many thanks to [Weakly-Supervised Salient Object Detection via Scribble Annotations] https://github.com/JingZhang617/Scribble_Saliency.

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Code release for Scribble-attention Hierarchical Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images.

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