{"url":"/dataset/dsprites","name":"dSprites","full_name":"Disentanglement testing Sprites dataset","description_markdown":"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.\r\n\r\nAll possible combinations of these latents are present exactly once, generating N = 737280 total images.\r\n\r\nSource: [dSprites](https://github.com/deepmind/dsprites-dataset)","description_withheld":null,"homepage":"https://github.com/deepmind/dsprites-dataset","introduced_date":"2017-04-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/beta-vae-learning-basic-visual-concepts-with","title":"beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework","first_author":"Irina Higgins","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Disentanglement","url":"/task/disentanglement","datasets_with_task":"/datasets/task/disentanglement"}],"languages":[],"variants":["dSprites"],"data_loaders":[{"repo":"https://github.com/activeloopai/Hub","url":"https://docs.activeloop.ai/datasets/dsprites-dataset","frameworks":["tf","pytorch"]},{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/dsprites","frameworks":["tf","jax"]},{"repo":"https://github.com/deepmind/dsprites-dataset","url":"https://github.com/deepmind/dsprites-dataset","frameworks":[]},{"repo":"https://github.com/nmichlo/disent","url":"https://github.com/nmichlo/disent","frameworks":["pytorch"]}],"num_papers_in_archive":153,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}