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open-mmlab / OpenMMLabCamp

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【AI实战营第二期】第一次作业提交05班 #90

Open hellolele opened 1 year ago

hellolele commented 1 year ago

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%）

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 242781257-729a3215-282b-4140-9f74-07dfca1a6d45

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

mm-assistant[bot] commented 1 year ago

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

crazy-winds commented 1 year ago

https://github.com/crazy-winds/openmmlab-learn/tree/main/homeworks/ear_key_det

Hust-Liaoyuyang commented 1 year ago

https://github.com/Hust-Liaoyuyang/OpenMMLabHomeWork

xiaobi891292 commented 1 year ago

https://github.com/xiaobi891292/myhomework/

hellolele commented 1 year ago

https://github.com/hellolele/openmmlab_homework/tree/main

systones commented 1 year ago

https://github.com/systones/openmmlab-work

kakasi1985 commented 1 year ago

https://github.com/kakasi1985/openmmlab_homework

jercylew commented 1 year ago

https://github.com/jercylew/opemmmlab-camp-assignment/tree/main/assignment-1

zhouyecs commented 1 year ago

https://github.com/zhouyecs/OpenMMLab-Homework/tree/master/h1

x-cosmic commented 1 year ago

https://github.com/x-cosmic/openmmlab_study/tree/main/assignment01

ASHORE1225 commented 1 year ago

https://github.com/ASHORE1225/homework

ThanosGGGGG commented 1 year ago

https://github.com/ThanosGGGGG/openmmhomework/tree/master