Brightness equalization between different images
You could do Histogram equalization on the histogram of brightness values across all tiles.

Alternatively, you can loop over all tiles, accumulate the minimum and maximum brightness value of each tile, and then scale all brightness values in all tiles against the overall minimum/maximum.