{"abstract":"The Pill Image Recognition Challenge is a National Institutes of Health (NIH) Challenge under the America COMPETES (Creating Opportunities to Meaningfully Promote Excellence in Technology, Education, and Science) Reauthorization Act of 2010 (Pub. L. 111-358). Through this Challenge, the National Library of Medicine (NLM), part of NIH, seeks algorithms and software to match images of prescription oral solid-dose pharmaceutical medications (pills, including capsules and tablets). The objective of the Challenge is the development and discovery of high-quality algorithms and software that rank how well consumer images of prescription pills match reference images of pills in the authoritative NLM RxIMAGE database. NLM may use all or part of any Challenge entry (i.e., algorithm and software) to create a future software system and a future API (Application Programming Interface) for pill image recognition; the system will be freely usable and the API will be freely accessible.","action":null,"agencies":[{"raw_name":"DEPARTMENT OF HEALTH AND HUMAN SERVICES","name":"Health and Human Services Department","id":221,"url":"https://www.federalregister.gov/agencies/health-and-human-services-department","json_url":"https://www.federalregister.gov/api/v1/agencies/221","parent_id":null,"slug":"health-and-human-services-department"},{"raw_name":"National Institutes of Health","name":"National Institutes of Health","id":353,"url":"https://www.federalregister.gov/agencies/national-institutes-of-health","json_url":"https://www.federalregister.gov/api/v1/agencies/353","parent_id":221,"slug":"national-institutes-of-health"}],"body_html_url":"https://www.federalregister.gov/documents/full_text/html/2016/01/19/2016-00777.html","cfr_references":[],"citation":"81 FR 2876","comment_url":null,"comments_close_on":null,"correction_of":null,"corrections":[],"dates":"NLM will make a set of consumer-quality images and a companion set of reference images publicly available on January 15, 2016.","disposition_notes":null,"docket_ids":[],"dockets":[],"document_number":"2016-00777","effective_on":null,"end_page":2879,"executive_order_notes":null,"executive_order_number":null,"full_text_xml_url":"https://www.federalregister.gov/documents/full_text/xml/2016/01/19/2016-00777.xml","html_url":"https://www.federalregister.gov/documents/2016/01/19/2016-00777/announcement-of-requirements-and-registration-for-pill-image-recognition-challenge","images":{},"images_metadata":{},"json_url":"https://www.federalregister.gov/api/v1/documents/2016-00777?publication_date=2016-01-19","mods_url":"https://www.govinfo.gov/metadata/granule/FR-2016-01-19/2016-00777/mods.xml","not_received_for_publication":null,"page_length":4,"page_views":{"count":3210,"last_updated":"2026-10-22 20:15:04 -0400"},"pdf_url":"https://www.govinfo.gov/content/pkg/FR-2016-01-19/pdf/2016-00777.pdf","presidential_document_number":null,"proclamation_number":null,"public_inspection_pdf_url":"https://public-inspection.federalregister.gov/2016-00777.pdf?1452865553","publication_date":"2016-01-19","raw_text_url":"https://www.federalregister.gov/documents/full_text/text/2016/01/19/2016-00777.txt","regulation_id_number_info":{},"regulation_id_numbers":[],"regulations_dot_gov_info":{"checked_regulationsdotgov_at":"2016-02-08T06:00:16Z"},"regulations_dot_gov_url":null,"significant":null,"signing_date":null,"start_page":2876,"subtype":null,"title":"Announcement of Requirements and Registration for “Pill Image Recognition Challenge”","toc_doc":"Pill Image Recognition Challenge; Requirements and Registration","toc_subject":null,"topics":[],"type":"Notice","volume":81}