{"id":15674745,"url":"https://github.com/daybreak-u/thundernet_ncnn","last_synced_at":"2025-05-06T23:26:27.427Z","repository":{"id":107410680,"uuid":"340609740","full_name":"DayBreak-u/thundernet_ncnn","owner":"DayBreak-u","description":"the C++ version of thundernet with ncnn 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Thundernet ncnn\n\n## the C++ version of thundernet with ncnn\n\n模型均来自[thundernet_mmdetection](https://github.com/ouyanghuiyu/thundernet_mmdetection)\n\n在[ncnn](https://github.com/Tencent/ncnn)编译对应环境库替换include和lib\n\n\n\n## 检测结果\n欢迎各位开发者移植到移动端，并测试贡献耗时\n\n本耗时测试为macos 单线程\n\n### MobileNetV2-YOLOv3 (来自ncnn bencnmark)\n\n|  input   shape           |      mAP      |  cost(ms)   \n|--------------------|:-------------:|:-------------:|\n| 352*352         | 0.715            |       67.79      |\n\n### thundernet_shufflenetv2_15_voc\n\n|  input   shape           |      mAP      |  cost(ms)   \n|--------------------|:-------------:|:-------------:|\n| 320*320         | 0.712            |     57.57        | \n| 352*352         | 0.722           |   64.33        | \n| 384*384         | 0.734            |  73.63            | \n| 416*416         | 0.738           |  89.28        | \n| 448*448         | 0.744           |  97.97           | \n| 480*480         | 0.747           |  110.04           | \n\n\n### thundernet_shufflenetv2_15_voc_fpn\n\n|  input   shape           |      mAP      |   cost(ms)  | \n|--------------------|:-------------|:-------------|  \n| 320*320         | 0.73            |  67.71      | \n\n\n### thundernet_shufflenetv2_15_v2_voc （使用了coco预训练模型）\n\n input   shape           |      mAP      |    cost(ms)  | \n|--------------------|:-------------:|:-------------|  \n| 320*320         | 0.749            | 64.51      | \n| 480*480         | 0.778            | 137.49        | \n\n\n### thundernet_shufflenetv2_15_v2_coco\n\n|  input   shape           |      AP(0.5:0.95)      |   cost(ms)  |    \n|--------------------|:-------------:|:-------------|  \n| 320*320         | 0.22            | 72.68      | \n\n\n```\nmkdir build\ncd build \ncmake ..\nmake \n./thundernet_voc ../imgs/person.jpg\n./thundernet_fpn_voc ../imgs/person.jpg\n./thundernet_coco ../imgs/person.jpg\n```\n\n## 检测结果展示\n![avatar](imgs/person_res.jpg)\n![avatar](imgs/dog_res.jpg)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaybreak-u%2Fthundernet_ncnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdaybreak-u%2Fthundernet_ncnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaybreak-u%2Fthundernet_ncnn/lists"}