{"id":13445306,"url":"https://github.com/DayBreak-u/SOLOV2_ncnn","last_synced_at":"2025-03-20T21:30:20.669Z","repository":{"id":43171837,"uuid":"354432491","full_name":"DayBreak-u/SOLOV2_ncnn","owner":"DayBreak-u","description":"the C++ version of solov2 with ncnn","archived":false,"fork":false,"pushed_at":"2021-06-27T12:33:56.000Z","size":3611,"stargazers_count":76,"open_issues_count":8,"forks_count":8,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-10-23T12:17:26.787Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DayBreak-u.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-04-04T01:41:27.000Z","updated_at":"2024-01-04T16:56:28.000Z","dependencies_parsed_at":"2022-09-06T12:01:12.367Z","dependency_job_id":null,"html_url":"https://github.com/DayBreak-u/SOLOV2_ncnn","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2FSOLOV2_ncnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2FSOLOV2_ncnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2FSOLOV2_ncnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2FSOLOV2_ncnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DayBreak-u","download_url":"https://codeload.github.com/DayBreak-u/SOLOV2_ncnn/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":221807655,"owners_count":16883629,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-07-31T05:00:30.274Z","updated_at":"2024-10-28T08:30:44.635Z","avatar_url":"https://github.com/DayBreak-u.png","language":"C++","funding_links":[],"categories":["Application projects"],"sub_categories":["Segmentation"],"readme":"# SOLOV2 ncnn\n\n## the C++ version of SOLOV2 with ncnn\n\n## [知乎](https://zhuanlan.zhihu.com/p/361900997?utm_source=qq\u0026utm_medium=social\u0026utm_oi=872955404320141312)\n\n\n## ncnn 模型\n链接: https://pan.baidu.com/s/1W1AiKdI4JJq2LW50uGOVng  密码: phh8\n\n```\nmkdir build\ncd build \ncmake ..\nmake \n./solov2 ../imgs/horses.jpg\n./solov2_fast ../imgs/horses.jpg\n```\n\n## 结果展示\n![avatar](imgs/result.png)\n\n## mbv2_solov2 coco val result (short size=448)\n\n\n    Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.254\n    Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.412\n    Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.266\n    Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.062\n    Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.267\n    Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.429\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.251\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.389\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.407\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.467\n    Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FDayBreak-u%2FSOLOV2_ncnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FDayBreak-u%2FSOLOV2_ncnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FDayBreak-u%2FSOLOV2_ncnn/lists"}