Tried out StackGAN's pre-trained bird model: https://imgur.com/a/qgIr1 Can definitely see the limits in the # of species and different colors.
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There's definitely weaknesses to its generalization... but it's not a very big dataset either. Not even 'eagles'!
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My prior is that it will generate garbage when given a meaningfully difficult problem.
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