Feasibility of synthetic images has little effect on fine-tuned CLIP accuracy; the edited attribute (background, color, or texture) matters more than whether the attribute is realistic.
In- structpix2pix: Learning to follow image editing instructions
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Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data
Feasibility of synthetic images has little effect on fine-tuned CLIP accuracy; the edited attribute (background, color, or texture) matters more than whether the attribute is realistic.