{"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/kiki-kills-identifying-dangerous-challenge","title":"Kiki Kills: Identifying Dangerous Challenge Videos from Social Media","arxiv_id":"1812.00399","date":"2018-12-02","proceeding":null,"authors":["Nupur Baghel","Yaman Kumar","Paavini Nanda","Rajiv Ratn Shah","Debanjan Mahata","Roger Zimmermann"],"abstract":"There has been upsurge in the number of people participating in challenges\nmade popular through social media channels. One of the examples of such a\nchallenge is the Kiki Challenge, in which people step out of their moving cars\nand dance to the tunes of the song, 'Kiki, Do you love me?'. Such an action\nmakes the people taking the challenge prone to accidents and can also create\nnuisance for the others traveling on the road. In this work, we introduce the\nprevalence of such challenges in social media and show how the machine learning\ncommunity can aid in preventing dangerous situations triggered by them by\ndeveloping models that can distinguish between dangerous and non-dangerous\nchallenge videos. Towards this objective, we release a new dataset namely\nMIDAS-KIKI dataset, consisting of manually annotated dangerous and\nnon-dangerous Kiki challenge videos. Further, we train a deep learning model to\nidentify dangerous and non-dangerous videos, and report our results.","url_abs":"http://arxiv.org/abs/1812.00399v2","url_pdf":"http://arxiv.org/pdf/1812.00399v2.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":[],"tasks":[],"methods":[],"datasets_introduced":[{"slug":"midas-kiki","name":"MIDAS-KIKI","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}