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BioWar / Satellite-Image-Segmentation-using-Deep-Learning-for-Deforestation-Detection

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Dataset preparation #2

Open zafor44 opened 2 years ago

zafor44 commented 2 years ago

Please explain the dataset preparation process from raw data if possible. Thanks

BioWar commented 2 years ago

As far as I remember, I somehow acquired files with legitimate forest locations in Ukraine and overlayed them on a map in Google Earth Pro (Img_1) Img_1

After that, I used a self-written script to save the forest area in several tile images. To reduce the resolution of the images, I cropped them and saved them (Img_2). Img_2

Finally, I manually annotated them using the Hasty.ai tool. Result in Img_3 Img_3

Summary: Img_4

zafor44 commented 2 years ago

Sir, Is it possible to share the code that you have manually written,and share the manually annotated Procedure with an example file. Thank you so much for your reply.

BioWar commented 2 years ago

@zafor44 I'll try to find the source code for gathering images from Google Earth Pro, but so far I can't find them. Probably I have left them on my old laptop. I'll keep you updated about the results of my search.

zafor44 commented 2 years ago

Thank you sir