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Jakaria08 / EESRGAN

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
GNU General Public License v3.0
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cowc #4

Closed hhakko closed 3 years ago

hhakko commented 4 years ago

Can you upload the COWC dataset for the experiment

Jakaria08 commented 4 years ago

Hello, Download dataset from here: https://gdo152.llnl.gov/cowc/download/cowc-m/datasets/ Here is a GitHub repo to create your own image patches: https://github.com/LLNL/cowc/tree/master/COWC-M You can also download pre-made dataset: https://gdo152.llnl.gov/cowc/download/cowc-m/datasets/DetectionPatches_256x256.tgz and use the following script to create high/low-resolution and bicubic images: https://github.com/Jakaria08/EESRGAN/blob/1f93130d8e99166e7bc4d1640329450feec9ff9c/scripts_for_datasets/scripts_GAN_HR-LR.py#L24 Thanks

Jakaria08 commented 4 years ago

The pre-made dataset has overlapping image patches, which means one car may appear in two different image patches. If you only test, that should be no problem, but if you train and test, then be careful when you create the test dataset.