2019-05-07
==时间地点==
上课时间:下午13点半~15点05分
上课地点:李兆基大楼B558教室
==Jetson==
Jetson开发套件是英伟达的边缘AI解决方案。JetsonKit开发套件是英伟达的边缘AI解决方案。
Jetson is NVIDIA’s solution to AI at the edge.
[https://developer.nvidia.com/embedded/buy/jetson-tx2-devkit Jetson TX2] 价格约500$
[https://devblogs.nvidia.com/jetson-nano-ai-computing/ Jetson-nano] 价格约500价格约100$
==Jetson刷机==
安装ubuntu虚拟机
教程: https://blog.csdn.net/qq1326702940/article/details/82322079
vmware软件下载: https://cloud.tsinghua.edu.cn/f/21b44baf419a44efa180/?dl=1
ubuntu16.04镜像: https://cloud.tsinghua.edu.cn/f/3bba69f86724418c880d/?dl=1 现提供完整虚拟机文件的下载:https://cloud.tsinghua.edu.cn/d/a2170f931a854c0ba5c6/ 由于清华云限制单个文件的大小,故采用分卷压缩的形式。文件包含vmware.zip,vmware.z01,vmware.z02,...,vmware.z09共计10个文件,总大小大约10G,下载完全部文件到同一文件夹后,使用winRAR双击vmware.zip进行解压即可。 使用vmware打开虚拟机,进入Download文件夹,运行./JetPack -L4T-3.3-linux-x64.run,连接好jetson tx2 进行软件安装,具体参考下面的刷机教程链接。 刷机教程参考:https://www.jianshu.com/p/bb4587014349 Jetpack安装包下载: https://cloud.tsinghua.edu.cn/f/adc89db4667b4954a61e/?dl=1 (官方)JetPack 4.2, https://developer.nvidia.com/embedded/jetpack ==Jetson OpenCV==
openCV building in TX2, https://github.com/jetsonhacks/buildOpenCVTX2
https://developer.nvidia.com/embedded/develop/tools
JetsonTX2 for Install TensorFlow on JetsonTX2 : [https://docs.nvidia.com/deeplearning/dgx/install-tf-jetsontx2/index.html JetsonTX2_TensorFlow]
Jetson TensorFlow Object Detection: https://www.quantumobile.com/object-detection-on-nvidia-jetson-tx2/
Jetson ROS-OD: https://github.com/dusty-nv/ros_deep_learning
课程大作业选作1:==课程大作业选作1==安全帽佩戴识别:[[2019春-智能硬件-大作业]]:[http://gitlab.icenter.tsinghua.edu.cn/saturnlab/easy_helmet easy_Helmet实验]