{"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/using-deep-convolutional-networks-for-gesture","title":"Using Deep Convolutional Networks for Gesture Recognition in American Sign Language","arxiv_id":"1710.06836","date":"2017-10-18","proceeding":null,"authors":["Vivek Bheda","Dianna Radpour"],"abstract":"In the realm of multimodal communication, sign language is, and continues to\nbe, one of the most understudied areas. In line with recent advances in the\nfield of deep learning, there are far reaching implications and applications\nthat neural networks can have for sign language interpretation. In this paper,\nwe present a method for using deep convolutional networks to classify images of\nboth the the letters and digits in American Sign Language.","url_abs":"http://arxiv.org/abs/1710.06836v3","url_pdf":"http://arxiv.org/pdf/1710.06836v3.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":"using-deep-convolutional-networks-for-gesture","repo_url":"https://github.com/MadanRaj-H/CS766-Project","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"using-deep-convolutional-networks-for-gesture","repo_url":"https://github.com/moustafa19m/ishara","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"using-deep-convolutional-networks-for-gesture","repo_url":"https://github.com/nnrogers515/ASL-Recognition","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"gesture-recognition","task_name":"Gesture Recognition"}],"methods":[{"method_slug":null,"method_name":"American"}],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}