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Published 20 hours ago • verified publisher icon gokriznastic
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A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

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Code for Multispectral data

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@gokriznastic Can we use this code for multispectral data i.e., data of 5 channels ?

tejasri19 avatar tejasri19

ValueError: Error when checking : expected input_1 to have shape (25, 25, 30, 1) but got array with shape (25, 24, 30, 1)

Dataset is IP, the windowSize is set to 25, when i valiation this model, the error is reported . The error is lie in line 64：prediction = (model.predict(X_test_image))

Lzyin avatar Lzyin

history = model.fit(x=Xtrain, y=ytrain, batch_size=256, epochs=100, callbacks=callbacks_list)

crashing google colab

Anandkumar10 avatar Anandkumar10

Salinas dataset 25x25 windowsize problem

1 comment

Could you share salinas code for image cubes function.I'm doing in colab it is crashing with that function

sravyasr avatar sravyasr

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Metadata

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

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