Hello everyone. Can anyone recommend a publicly available SAR dataset for object detection (e.g. ships/planes)? Scene classification and/or semantic segmentation SAR datasets could be useful as well. I've been trying to search in Kaggle and Github but (surprisingly) haven't found anything useful so far.
Hi,
You can use public available Sentinel-1 SAR data for the object detection. Data can be downloaded from the following URLs.
https://search.asf.alaska.edu/
https://scihub.copernicus.eu/dhus/#/home
Tapas Ranjan Martha thank you for passing the links. It seems like I can search for any region I want. So this dataset is not labeled, is it?
Hi Nour,
The links Tapas gave are for the general downloading of SAR satellite images. Also, the SAR images are not like optical images so that's why you were not able to find them in Kaggle. For semantic segmentation, I suggest download some SAR images and label them (create training images - treat each VV/VH/HH/HV band as a grayscale image) and use SegNet/ UNet or any other appropriate architecture.
Hope this helps. Good luck.
Cheers,
Saheba
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