{"url":"/dataset/tyc-dataset","name":"TYC Dataset","full_name":"The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures","description_markdown":"We introduce the trapped yeast cell (TYC) dataset, a novel dataset for understanding instance-level semantics and motions of cells in microstructures. We release $105$ dense annotated high-resolution brightfield microscopy images, including about $19$k instance masks. We also release $261$ curated video clips composed of $1293$ high-resolution microscopy images to facilitate unsupervised understanding of cell motions and morphology.","description_withheld":null,"homepage":"https://christophreich1996.github.io/tyc_dataset/","introduced_date":"2023-08-23","introduced_date_note":null,"introduced_by":{"paper":"/paper/the-tyc-dataset-for-understanding-instance","title":"The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures","first_author":"Christoph Reich","url":null},"license":{"name":"CC BY 4.0","url":"https://github.com/ChristophReich1996/TYC-Dataset/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Instance Segmentation","url":"/task/instance-segmentation","datasets_with_task":"/datasets/task/instance-segmentation"},{"name":"Panoptic Segmentation","url":"/task/panoptic-segmentation","datasets_with_task":"/datasets/task/panoptic-segmentation"},{"name":"Representation Learning","url":"/task/representation-learning","datasets_with_task":"/datasets/task/representation-learning"},{"name":"Cell Segmentation","url":"/task/cell-segmentation","datasets_with_task":"/datasets/task/cell-segmentation"},{"name":"Unsupervised Pre-training","url":"/task/unsupervised-pre-training","datasets_with_task":"/datasets/task/unsupervised-pre-training"},{"name":"Unsupervised Image Segmentation","url":"/task/unsupervised-image-segmentation","datasets_with_task":"/datasets/task/unsupervised-image-segmentation"}],"languages":[],"variants":["TYC Dataset"],"data_loaders":[{"repo":"https://github.com/ChristophReich1996/TYC-Dataset","url":"https://github.com/ChristophReich1996/TYC-Dataset","frameworks":["pytorch"]}],"num_papers_in_archive":1,"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."}