OpenMMLabCamp icon indicating copy to clipboard operation
OpenMMLabCamp copied to clipboard

【AI实战营第二期】第一次作业提交05班

Open hellolele opened this issue 2 years ago • 12 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) 242781076-0a1e11f3-5d6d-47b2-8617-06a83a490549
  • 关键点检测Baseline模型(RTMPose-s) 242781136-3c1eeaa9-3599-4a89-ae01-ca3eddc7f52e

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

hellolele avatar Jun 02 '23 09:06 hellolele

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/crazy-winds/openmmlab-learn/tree/main/homeworks/ear_key_det

crazy-winds avatar Jun 03 '23 11:06 crazy-winds

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

Hust-Liaoyuyang avatar Jun 03 '23 12:06 Hust-Liaoyuyang

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

xiaobi891292 avatar Jun 04 '23 16:06 xiaobi891292

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

hellolele avatar Jun 04 '23 18:06 hellolele

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

systones avatar Jun 05 '23 06:06 systones

https://github.com/kakasi1985/openmmlab_homework

kakasi1985 avatar Jun 05 '23 08:06 kakasi1985

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

jercylew avatar Jun 05 '23 09:06 jercylew

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

zhouyecs avatar Jun 06 '23 09:06 zhouyecs

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

ZeyuXu-ITC avatar Jun 06 '23 23:06 ZeyuXu-ITC

https://github.com/ASHORE1225/homework

ASHORE1225 avatar Jun 07 '23 09:06 ASHORE1225

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

ThanosGGGGG avatar Jun 07 '23 11:06 ThanosGGGGG