NEAI Studio walkthrough
v0.3.0 Bêta - 15/01/2020
- NEAI Studio walkthrough
- I. Purpose of NanoEdge AI Studio
- II. Using NEAI Studio
I. Purpose of NanoEdge AI Studio
NanoEdge AI (NEAI) contains a range of machine learning models, and each of those models can be optimized by tuning a range of (hyper)parameters. This results in a very large number of potential combinations (static libraries), each one being tailored for a specific application.
NEAI Studio's purpose is to select the best NEAI static library possible for your final hardware application. This static library is the piece of code that contains the most relevant machine learning model to your application, tuned with the optimal parameters.
Each NEAI static library is the result of the benchmark of virtually all possible combinations against the datasets given by the user (the comparison of all possible methods of learning, given the user's data).
II. Using NEAI Studio
0. Creating a new project
Video link: https://vimeo.com/384485161/778b655953
1. Modifying an existing project
Video link: https://vimeo.com/384485188/7112f997da
2. Importing a regular signals file
Video link: https://vimeo.com/384485200/37b7e36f70
3. Importing an abnormal signals file
Video link: https://vimeo.com/384485210/dc5b07406d
4. Starting and monitoring the benchmark process
Video link: https://vimeo.com/384485230/e833c371b8
5. Testing the selected static library
Video link: https://vimeo.com/384485249/da4925f1a7
6. Deploying the selected static library
Video link: https://vimeo.com/384486756/1e48fbd3f3
All NanoEdge AI Studio documentation is available here.
Step-by-step tutorials, to use NanoEdge AI Studio to build a smart device from A to Z: