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sklearn.feature_extraction.image.reconstruct_from_patches_2d(patches, image_size)[source]

Reconstruct the image from all of its patches.

Patches are assumed to overlap and the image is constructed by filling in the patches from left to right, top to bottom, averaging the overlapping regions.


patches: array, shape = (n_patches, patch_height, patch_width) or :

(n_patches, patch_height, patch_width, n_channels) The complete set of patches. If the patches contain colour information, channels are indexed along the last dimension: RGB patches would have n_channels=3.

image_size: tuple of ints (image_height, image_width) or :

(image_height, image_width, n_channels) the size of the image that will be reconstructed


image: array, shape = image_size :

the reconstructed image

Examples using sklearn.feature_extraction.image.reconstruct_from_patches_2d