记录本人参与的机器人项目和机器人实验

先贴部分视频,以后有时间了再加点介绍。


一. 开源一款深度学习+机器人视觉+机器人学开源框架Msnhnet:

yolov3/yolov4/yolov5/mobilenet-yolov3
yoloface500k
yoloface100k
unet
deeplabv3
工程模板

二. 机器人和机器人视觉软件

手眼标定
相机标定
双目标定
数据集标注
UR5
五指手
机器人自动装配系统
Yumi
AI+机器人智能作业系统


三. 项目视频:

两阶段模型复杂场景抓取:

顶会ICRA: GPR: Grasp Pose Refinement Network for Cluttered Scenes

https://video.zhihu.com/video/1374340641992855552?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

抓吸一体:

顶会ICRA: POIS_ Policy-Oriented Instance Segmentation for Ambidextrous Robot Picking

https://video.zhihu.com/video/1374342734736572416?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

虚实同步与实时渲染:

https://video.zhihu.com/video/1374342347057106944?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

五指灵巧手抓握:

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五指灵巧手(握个手):

https://video.zhihu.com/video/1374342347057106944?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

数据手套控制五指灵巧手:

https://video.zhihu.com/video/1374342177888292864?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

UR5+五指手遥操作-抽纸巾:

https://video.zhihu.com/video/1396413460977160192?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

UR5+五指手遥操作-勾瓶子:

https://video.zhihu.com/video/1396413771548606464?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

UR5+五指手遥操作-开瓶盖:

https://video.zhihu.com/video/1396414016437317632?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

UR5+DLR+点云+PointNet:

https://video.zhihu.com/video/1408375670846570496?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

简单2D双臂抓取任务:

https://video.zhihu.com/video/1374342009101123584?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

双臂体感控制与遥操作;

https://video.zhihu.com/video/1375032322652336128?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

简单2D单臂抓取任务:

https://video.zhihu.com/video/1374341865626550272?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

机械臂+五指灵巧手+机器人视觉:

https://video.zhihu.com/video/1374341731207409664?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

复杂场景任务抓取:

https://video.zhihu.com/video/1374341539859058688?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

点云吸附:

https://video.zhihu.com/video/1375032531927072768?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

AI+机器人智能作业系统:

https://video.zhihu.com/video/1374341379485835264?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

大部件自动装配系统:

https://video.zhihu.com/video/1374345230129356800?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

移动机器人+机械臂+五指手测试:

https://video.zhihu.com/video/1375032201369698304?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D

基于EMG的智能义肢(DEMO):

https://video.zhihu.com/video/1375032451274825728?player=%7B%22shouldShowPageFullScreenButton%22%3Atrue%7D