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A neural network won't help you with this! The videos aren't actually recorded gameplay; they're just videos played within the game. The hero window is a very specific virtual screen designed for a resolution of 1024x780, and in versions 3.0 and later, it was adapted for other resolutions using workarounds. However, at the executable level, support for the original resolution still exists.
Someone posted a patch on a forum that activates the original monitor resolution (I think it was vova), but the hero interface then appears extremely small – which makes sense, as screen sizes have increased significantly.