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Classify pixel using deep learning

10-22-2021 03:18 AM
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New Contributor II

Dear All

I have trained a Unet and Deeplab V3 model for pixel classification using deep learning but the in the output I am not getting a uniform classified raster. Instead of that class shapes have been shown in the output that too not for the whole image.

I am attaching model parameters and classified pixel screenshot for reference.

Hoping for a reply soon.

Thanks in advance.

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by Anonymous User
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Hi @sharmaakki ,

It seems that your model is still training you can continue training it for some more time. You can supply the previous best trained model as pretrained model and further train it. For best results you should continue training it till the time see that loss is not going down over some epochs and accuracy is not improving yo