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This question seems silly even to me (just months in Machine Learning) but can we use any dimensionality reduction or feature selection technique on image data. I built a CNN-Pooling network for multi ouyput problem with 93% accuracy with resizing of images. Can we use some technique like PCA, ISOmap or any other technique in this case? I am using keras and sklearn.

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