{"url":"/task/object-skeleton-detection","name":"Object Skeleton Detection","slug":"object-skeleton-detection","description_markdown":"Object skeleton detection is the task of detecting the skeleton of an object in an image.\r\n\r\n<span style=\"color:grey; opacity: 0.6\">( Image credit: [DeepFlux for Skeletons in the Wild](https://arxiv.org/pdf/1811.12608v1.pdf) )</span>","categories":[{"name":"Computer Vision","url":"/area/computer-vision"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":6,"papers_with_code":3,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/object-skeleton-detection-on-sk-large","slug":"object-skeleton-detection-on-sk-large","dataset":"SK-LARGE","dataset_url":"/dataset/sk-large","rows_in_archive":2,"metrics":["F-Measure"],"first_row_in_archive_order":{"model":"DeepFlux","paper_title":"DeepFlux for Skeletons in the Wild","paper_url":"/paper/deepflux-for-skeletons-in-the-wild","paper_date":"2018-11-30","arxiv_id":"1811.12608","code_links":[{"title":"YukangWang/DeepFlux","url":"https://github.com/YukangWang/DeepFlux"},{"title":"Bharat-mtr/DeepFlux","url":"https://dagshub.com/Bharat-mtr/DeepFlux"}],"syntology":null}}],"datasets":[{"url":"/dataset/sk-large","name":"SK-LARGE","full_name":"SK-LARGE","num_papers_in_archive":10}],"subtasks":[],"parent_tasks":[{"url":"/task/object-detection","name":"Object Detection"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":3,"of":3,"tagged_in_all":6,"items":[{"url":"/paper/deepflux-for-skeletons-in-the-wild","title":"DeepFlux for Skeletons in the Wild","date":"2018-11-30","arxiv_id":"1811.12608","repositories_listed":2,"syntology":null},{"url":"/paper/experimental-implementation-of-skeleton","title":"Experimental implementation of skeleton tracking for collision avoidance in collaborative robotics","date":"2024-07-15","arxiv_id":null,"repositories_listed":1,"syntology":null},{"url":"/paper/adaptive-linear-span-network-for-object","title":"Adaptive Linear Span Network for Object Skeleton Detection","date":"2020-11-08","arxiv_id":"2011.03972","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}