{"id":15649278,"url":"https://github.com/daybreak-u/thundernet_mmdetection","last_synced_at":"2025-10-10T21:39:46.330Z","repository":{"id":107410675,"uuid":"336531966","full_name":"DayBreak-u/thundernet_mmdetection","owner":"DayBreak-u","description":"thundernet ncnn","archived":false,"fork":false,"pushed_at":"2021-02-20T09:53:15.000Z","size":160498,"stargazers_count":43,"open_issues_count":4,"forks_count":5,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-25T09:13:40.851Z","etag":null,"topics":["ncnn","thundernet"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","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":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-02-06T12:25:38.000Z","updated_at":"2024-03-14T14:34:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"f332fbda-2489-4a45-a9a2-58442cb638fb","html_url":"https://github.com/DayBreak-u/thundernet_mmdetection","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%2Fthundernet_mmdetection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2Fthundernet_mmdetection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2Fthundernet_mmdetection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DayBreak-u%2Fthundernet_mmdetection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DayBreak-u","download_url":"https://codeload.github.com/DayBreak-u/thundernet_mmdetection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242673795,"owners_count":20167294,"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":["ncnn","thundernet"],"created_at":"2024-10-03T12:29:06.219Z","updated_at":"2025-10-10T21:39:41.311Z","avatar_url":"https://github.com/DayBreak-u.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MMDetection_Lite\n\n基于[mmdetection](https://github.com/open-mmlab/mmdetection) 实现一些轻量级检测模型，安装方式和mmdeteciton相同\n\n\n\n## voc0712\nvoc 0712训练 voc2007测试 coco预训练\nthundernet_voc_shufflenetv2_1.5\n\n|  input   shape           |      mAP      |    \n|--------------------|:-------------:|\n| 320*320         | 0.71            | \n| 352*352         | 0.722           | \n| 384*384         | 0.734            | \n| 416*416         | 0.738           | \n| 448*448         | 0.744           | \n| 480*480         | 0.747           | \n\n## coco2017\n\nthundernet_coco_shufflenetv2_1.5\n\n|  input   shape           |      AP(0.5:0.95)      |    \n|--------------------|:-------------:|\n| 320*320         | 0.22            | \n\n## 移动端推理 ncnn project\n[thundernet_ncnn](https://github.com/ouyanghuiyu/thundernet_ncnn)\n\n\n## Get Started\n\nPlease see [GETTING_STARTED.md](docs/get_started.md) for the basic usage of MMDetection.\n\n\n\n```\n@article{mmdetection,\n  title   = {{MMDetection}: Open MMLab Detection Toolbox and Benchmark},\n  author  = {Chen, Kai and Wang, Jiaqi and Pang, Jiangmiao and Cao, Yuhang and\n             Xiong, Yu and Li, Xiaoxiao and Sun, Shuyang and Feng, Wansen and\n             Liu, Ziwei and Xu, Jiarui and Zhang, Zheng and Cheng, Dazhi and\n             Zhu, Chenchen and Cheng, Tianheng and Zhao, Qijie and Li, Buyu and\n             Lu, Xin and Zhu, Rui and Wu, Yue and Dai, Jifeng and Wang, Jingdong\n             and Shi, Jianping and Ouyang, Wanli and Loy, Chen Change and Lin, Dahua},\n  journal= {arXiv preprint arXiv:1906.07155},\n  year={2019}\n}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaybreak-u%2Fthundernet_mmdetection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdaybreak-u%2Fthundernet_mmdetection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaybreak-u%2Fthundernet_mmdetection/lists"}