{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/imjoy-an-open-source-computational-platform","title":"ImJoy: an open-source computational platform for the deep learning era","arxiv_id":"1905.13105","date":"2019-05-30","proceeding":null,"authors":["Wei Ouyang","Florian Mueller","Martin Hjelmare","Emma Lundberg","Christophe Zimmer"],"abstract":"Deep learning methods have shown extraordinary potential for analyzing very diverse biomedical data, but their dissemination beyond developers is hindered by important computational hurdles. We introduce ImJoy (https://imjoy.io/), a flexible and open-source browser-based platform designed to facilitate widespread reuse of deep learning solutions in biomedical research. We highlight ImJoy's main features and illustrate its functionalities with deep learning plugins for mobile and interactive image analysis and genomics.","url_abs":"https://arxiv.org/abs/1905.13105v1","url_pdf":"https://arxiv.org/pdf/1905.13105v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"imjoy-an-open-source-computational-platform","repo_url":"https://github.com/imjoy-team/example-plugins","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"imjoy-an-open-source-computational-platform","repo_url":"https://github.com/oeway/ImJoy","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"imjoy-an-open-source-computational-platform","repo_url":"https://github.com/muellerflorian/parker-rna-loc-elegans","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"imjoy-an-open-source-computational-platform","repo_url":"https://github.com/muellerflorian/walesky-rna-loc-liver","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"deep-learning","task_name":"Deep Learning"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}