open-mmlab / OpenMMLabCamp

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【AI实战营第二期】第一次作业提交16班 #87

Open brickcc opened 1 year ago

brickcc 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%)

目标检测Baseline模型(RTMDet-tiny) image

关键点检测Baseline模型(RTMPose-s) image

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

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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.

Shen-ws commented 1 year ago

作业提交:ID:奋斗者,编号:16班47,https://github.com/Shen-ws/openmmlab-2-/tree/main/mmpose%E4%BD%9C%E4%B8%9A

Eiviento commented 1 year ago

作业提交:ID:Eiviento,编号:16班09 ,https://github.com/Eiviento/-OpenMMLab-Eiviento-camp2

zdh19821025 commented 1 year ago

作业提交:ID:zdh19821025,编号:16班45 ,https://github.com/zdh19821025/openmmlab-2-mmpose-mmdetection/tree/main

brickcc commented 1 year ago

作业提交:ID:brickcc,编号:16班06,https://github.com/brickcc/-OpenMMLabCamp2cc

aniu2022 commented 1 year ago

作业提交:ID:aniu2022,编号:16班26, https://github.com/aniu2022/MMpose_ear/tree/main

ThinkWD commented 1 year ago

ID: ThinkWD 编号: 16班25, https://github.com/ThinkWD/OpenMMLabCamp_myHomeWork/tree/main/homework_01

Wang-miao889 commented 1 year ago

ID: Wang-miao889 编号: 16班33, https://github.com/Wang-miao889/desktop-tutorial/tree/main/%E7%AC%AC%E4%B8%80%E6%AC%A1%E4%BD%9C%E4%B8%9A

leonfrank commented 1 year ago

ID:leonfrank 编号:16班8号 https://github.com/leonfrank/MMLab-HW/tree/main/HW1

Aukk123 commented 1 year ago

ID:Aukk123 编号:16班27号 https://github.com/Aukk123/OpenMMLab-AI-Training-Camp

fuyueagain commented 1 year ago

作业提交:ID: fuyueagain 编号:16班57号 https://github.com/fuyueagain/MMlab_train/tree/main/01_MMPose_MMDet