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This code implements self-learning classifier using an Autoencoder and a Softmax classifier and attempts to classify crops using hyperspectral data. However our current result do not outperform the state of the art.
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My results.png

Learning From Hyperspectral Data

The code presented here is based on code I wrote to complete the excersises that can be found here link. Once I had implemented and tested the solution I extended the auto encoder and softmax classifier to work on hyperspectral data. However, the current solution does not outperform the state of the art.

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The figure above shows the ground truth

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The figure above shows the classification results.

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This figure above shows a visualization of the hidden layers

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These figures above show two spectral bands.

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