{"url":"/method/cornernet-saccade","slug":"cornernet-saccade","name":"CornerNet-Saccade","full_name":"CornerNet-Saccade","full_name_withheld":false,"description_markdown":"**CornerNet-Saccade** is an extension of [CornerNet](https://paperswithcode.com/method/cornernet) with an attention mechanism similar to saccades in human vision. It starts with a downsized full image and generates an attention map, which is then zoomed in on and processed further by the model. This differs from the original CornerNet in that it is applied fully convolutionally across multiple scales.","description_state":"present","introduced_year":null,"introduced_by":{"title":"CornerNet-Lite: Efficient Keypoint Based Object Detection","paper":"/paper/190408900","first_author":"Hei Law","n_authors":4,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/190408900"},"source":{"url":"https://arxiv.org/abs/1904.08900v2","title":"CornerNet-Lite: Efficient Keypoint Based Object Detection","url_on_a_paper_host":true},"code_snippet_url":"https://github.com/princeton-vl/CornerNet-Lite","code_snippet_url_on_a_code_host":true,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"One-Stage Object Detection Models","url":"/methods/category/one-stage-object-detection-models","pwc_aliases":[]},{"area":"Computer Vision","area_id":"computer-vision","collection":"Object Detection Models","url":"/methods/category/object-detection-models","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/190408900","title":"CornerNet-Lite: Efficient Keypoint Based Object Detection","date":"2019-04-18","arxiv_id":"1904.08900","n_code_links":6,"syntology":{"ran":1,"of":27,"unverified":26,"pointer_only":0}}],"papers_shown":1,"tasks":[{"task":"/task/object","name":"Object","papers":1},{"task":"/task/object-detection","name":"Object Detection","papers":1},{"task":"/task/real-time-object-detection","name":"Real-Time Object Detection","papers":1},{"task":"/task/object-detection-1","name":"object-detection","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2019","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/cornernet-saccade"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}