Course demos

[NirViaje]

Immersive Linear Algebra

• http://immersivemath.com/ila/index.html
• https://zhuanlan.zhihu.com/p/65802462

JavaScript

• https://www.s2js.com/altair/
• https://github.com/tensorflow/tfjs-models/tree/master/body-pix/demos etc

Theory of operate

• a Brief introduction to Deep Learning

[NirViaje]

TensorFlow.js

• Models and Examples
  • 人体区域 https://github.com/tensorflow/tfjs-models/tree/master/body-pix
  • 人体骨架 https://github.com/tensorflow/tfjs-models/tree/master/posenet
  • 图片识别 https://github.com/tensorflow/tfjs-models/tree/master/coco-ssd

教程

• 在Mac上运行TensorFlow.js的PoseNet demo

• Selected demos
  • Play Pac-Man with training your own DL model in seconds
  • https://experiments.withgoogle.com/collection/ai/move-mirror/view
  • semiconductor: conductor Mozart with your camera

K210 edge deep learning

• K210 on MicroPython
• K210 on Arduino
  • https://www.instructables.com/id/Transfer-Learning-With-Sipeed-MaiX-and-Arduino-IDE/

[NirViaje]

Dev-tools

• VSCode
• PowerShell/Terminal etc
• Chrome
• Google/Youtube access, Lantern

[NirViaje]

May 23 class memo

• Equipment · Issue #4 · IxD-sjtu/IxD-web
• Course demos · Issue #3 · IxD-sjtu/IxD-web
• TensorFlow.js  |  TensorFlow
• tfjs-models/knn-classifier at master · tensorflow/tfjs-models
• models/mobilenet_v1.md at master · tensorflow/models
• storage.googleapis.com
• AI Experiments: Move Mirror
• tfjs-examples/index.js at master · tensorflow/tfjs-examples
• TensorFlow.js
• TensorFlow.js入门教程(6)迁移学习 - 知乎
• 【JSConf EU 2018】用 JavaScript 来在客户端上训练和运行机器学习模型 - 掘金
• tfjs-examples/index.js at master · tensorflow/tfjs-examples
• tfjs-models/body-pix/demos at master · tensorflow/tfjs-models
• tensorflow/tfjs-models: Pretrained models for TensorFlow.js
• Demos — Web
• Magenta
• Arduino Artificial Intelligence Suite Overview
• [OFFICIAL]Dobot Robot Vision Kit Download Center | DOBOT
• Dobot Magician Vision Software Guide
• DOBOT AI-Starter Overview
• [OFFICIAL]Dobot M1 Download Center | DOBOT
• [OFFICIAL]Dobot Tutorial Center - Find Professional Technical Guidebook
• DYNAMIXEL All-in-one Smart Actuator
• Simple JS Synth [demo]
• Visual Studio Code Azure Tutorials
• Ultimate 2.0 | Makeblock - Global STEAM Education Solution Provider
• DeepLearningRobotics/DL-Brief.md at master · NirViaje/DeepLearningRobotics
• xampp - Google Search

[NirViaje]

html-javascript-serial-port

• https://developer.chrome.com/apps/app_serial
  • https://www.jianshu.com/p/434604a3b9c3
• https://github.com/serialport/node-serialport
  • https://segmentfault.com/a/1190000011638237