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【AI实战营第二期】第一次作业提交12班

Open JayceNing opened this issue 2 years ago • 15 comments

题目:基于RTMPose的耳朵穴位关键点检测

背景:根据中医的“倒置胎儿”学说,耳朵的穴位反映了人体全身脏器的健康,耳穴按摩可以缓解失眠多梦、内分泌失调等疾病。耳朵面积较小,但穴位密集,涉及耳舟、耳轮、三角窝、耳甲艇、对耳轮等三维轮廓,普通人难以精准定位耳朵穴位。

任务 1.Labelme标注关键点检测数据集(子豪兄已经帮你完成了) 2.划分训练集和测试集(子豪兄已经帮你完成了) 3.Labelme标注转MS COCO格式(子豪兄已经帮你完成了) 4.使用MMDetection算法库,训练RTMDet耳朵目标检测算法,提交测试集评估指标 5.使用MMPose算法库,训练RTMPose耳朵关键点检测算法,提交测试集评估指标 6.用自己耳朵的图像预测,将预测结果发到群里 7.用自己耳朵的视频预测,将预测结果发到群里 需提交的测试集评估指标(不能低于baseline指标的50%)

  • 目标检测Baseline模型(RTMDet-tiny)

  • 关键点检测Baseline模型(RTMPose-s)

数据集 耳朵穴位关键点检测数据集,MS COCO格式,划分好了训练集和测试集,并写好了样例config配置文件 链接: https://pan.baidu.com/s/1swTLpArj7XEDXW4d0lo7Mg 提取码: 741p 标注人:张子豪、田文博

提交方式 请将作业内容上传到你自己的github仓库,并把对应的链接回复在评论区

JayceNing avatar Jun 02 '23 09:06 JayceNing

We recommend using English or English & Chinese for issues so that we could have broader discussion.

mm-assistant[bot] avatar Jun 02 '23 09:06 mm-assistant[bot]

https://github.com/maliang61/OpenMMLabCampHomework

maliang61 avatar Jun 03 '23 06:06 maliang61

https://github.com/SwayDy/OpenMMLabCampHomework.git

SwayDy avatar Jun 03 '23 13:06 SwayDy

https://github.com/xiaoqiang765/MMlab_xiaoqiang

xiaoqiang765 avatar Jun 04 '23 08:06 xiaoqiang765

https://github.com/chenyuheng-gif/Openmmlabcamp-1

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https://github.com/BUPT-NingXinyu/OpenMMLabCampHomework

JayceNing avatar Jun 04 '23 14:06 JayceNing

https://github.com/ZhaoCake/openmmlab_homework.git

ZhaoCake avatar Jun 04 '23 14:06 ZhaoCake

https://github.com/CastleDream/openMMLabCampusLearn

CastleDream avatar Jun 04 '23 14:06 CastleDream

https://github.com/dldqy-tmp/OpenMMLabCamp-2-Homework

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https://github.com/Running-George/-openmmlabcamp

Running-George avatar Jun 04 '23 15:06 Running-George

https://github.com/plaplapa/OpenMMLabHomework

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https://github.com/Yang333444/OpenMMLab_homework

Yang333444 avatar Jun 05 '23 14:06 Yang333444

https://github.com/liaohand/openmmlab-homework

JimmyMa99 avatar Jun 07 '23 02:06 JimmyMa99

https://github.com/daisukiki/openmmlabhomework

daisukiki avatar Jun 07 '23 03:06 daisukiki

https://github.com/hjy9725/OpenMM_Homework/tree/main/01

hjy9725 avatar Jun 13 '23 04:06 hjy9725