Unable to classify pixel using deep learning.

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05-09-2022 07:05 AM
OgbajeAndrew
New Contributor

Hi Everyone,

I am working on Sentinel-1 using deep learning . The work is aimed at detecting flood water (pixel classification) using Unet Model and Resnet 18 backbone. Just wondering why (inference) pixel classification using deep learning has not been successful.

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OgbajeAndrew_1-1652103773735.pngOgbajeAndrew_2-1652103852551.png

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Unfortunately, after hours of model training, deep learning pixel classification turns up with an empty layer as attached.

OgbajeAndrew_3-1652104545873.png

Please, can anyone help?

Cheers

Andrew

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1 Reply
PriyaSharma_17
New Contributor

Hello Andrew, were you able to solve it?

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