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데이터셋 탐색

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관련 논문 153편

Disentanglement testing Sprites dataset

dSprites
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dSprites is a dataset of 2D shapes procedurally generated from 6 ground truth independent latent factors. These factors are color, shape, scale, rotation, x and y positions of a sprite. All possible combinations of these latents are present exactly once, generating N = 737280 total images. Source: dSprites

관련 논문 1편

Infinite dSprites

idsprites
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Easily generate simple continual learning benchmarks. Inspired by dSprites. > It allows for procedurally generating a virtually infinite progression of random two-dimensional shapes. [...] we generate each unique shape in every combination of orientation, scale, and position. Most importantly, by providing the ground truth values of individual factors of variation (FoVs)