how to reassemble the processed chunks to a large image

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When using a deep learning network to process a large image, I break it down into smaller chunks for processing. However, when I reassemble the processed chunks, I notice significant differences in color and texture,between the adjacent areas of the chunks, making it challenging to create a coherent final image. How can I address this issue?

I attempted to introduce overlapping sections in the chunks, but the issue still persists

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