{"url":"/dataset/stanford-background","name":"Stanford Background","full_name":"Standford Background Dataset","description_markdown":"The **Stanford Background** dataset contains 715 RGB images and the corresponding label images. Images are approximately 240×320 pixels in size and pixels are classified into eight different categories\r\n\r\nSource: [Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation](https://arxiv.org/abs/1605.01368)\r\nImage Source: [http://dags.stanford.edu/projects/scenedataset.html](http://dags.stanford.edu/projects/scenedataset.html)","description_withheld":null,"homepage":"http://dags.stanford.edu/projects/scenedataset.html","introduced_date":"2009-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Decomposing a scene into geometric and semantically consistent regions","first_author":null,"url":"https://doi.org/10.1109/ICCV.2009.5459211"},"license":{"name":"Custom","url":"http://dags.stanford.edu/projects/scenedataset.html"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Scene Parsing","url":"/task/scene-parsing","datasets_with_task":"/datasets/task/scene-parsing"},{"name":"Scene Labeling","url":"/task/scene-labeling","datasets_with_task":"/datasets/task/scene-labeling"}],"languages":[],"variants":["Stanford Background"],"data_loaders":[],"num_papers_in_archive":46,"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."}