In a paper published last week, researchers introduced Pico-Banana-400K, a dataset of 400,000 "text-guided" images selected to improve AI-based image editing. Apple believes its image dataset improves upon existing sets by including higher quality images with more diversity: The researchers found that existing datasets either use images produced by AI models, or are not varied enough, which can hinder efforts to improve the models.
As part of these 400,000 images, there are 258,000 samples of single edits (where Apple compares the original images to one with edits); 56,000 "preference pairs," which distinguishes between failed and successful edit generations; and 72,000 "multi-turn sequences," which walks through two to five edits.
Unlike many of Apple's products, which are typically closed to the company's own platforms, Pico-Banana-400K is open for all researchers and AI developers to use. It's cool to see Apple researchers contributing to open research like this, especially in an area Apple is generally behind in. Will we actually get an AI-powered Siri anytime soon? Unclear. But it is clear Apple is actively working on AI, perhaps just in its own way.
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