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Tuesday, June 30 • 3:15pm - 4:05pm
A Collection of Deep Learning Packages for IoT Devices - Yihong Wang & Va Barbosa, IBM

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Combining TensorFlow.js with Node-RED, IoT enthusiasts and developers can now easily incorporate AI into an IoT application and deploy it onto their devices.

Node-RED is an open source visual programming tool built on Node.js; it allows developers to easily wire together hardware devices, APIs, and online services. TensorFlow.js enables running deep learning models in Node.js. Bringing the two together, we have developed a collection of deep learning packages that allow developers to compose apps in a user-friendly way and run the apps directly on the IoT devices.
We will highlight the benefits of Node-RED with TensorFlow.js as a tool to engage developers, and describe the collection of packages. We will demo on the Rasberry Pi and Jetson Nano, showing how a TensorFlow.js model becomes a Node-RED node and creating engaging applications from scratch.
The large collection of open Node.js packages and the availability pre-trained deep learning models can help to democratize access to AI in the IoT community.
Speakers
avatar for Yi-Hong Wang

Yi-Hong Wang

Senior Software Developer, IBM
Yi-Hong Wang is a software developer with the Watson AI and Data Open Technology at the IBM Silicon Valley Lab, where he actively works on Kubeflow, Node.js, and Tensorflow.js communities. He has been successfully delivering several Kubeflow releases to IBM Kubernetes Service. He... Read More →
avatar for va barbosa

va barbosa

developer advocate, IBM
As a developer advocate for the Center for Open-Source Data & AI Technologies at IBM, va barbosa is focused on helping developers discover and use data and machine learning technologies. The goal being to make AI more accessible to developers and easier for developers to leverage... Read More →

Deep Learning for IoT Devices OSS2020 pdf
Tuesday June 30, 2020 3:15pm - 4:05pm CDT
Internet of Things Theater
  Internet of Things, Deep Learning