How to deploy Machine learning model to ARM Cortex - 32 bit Microcontrollers ?
19 views (last 30 days)
Thanks a lot for free introductory courses on Machine learning and Deep Learning.
Need info on how to deploy Machine learning model on my ARM CORTEX - 32 bit Microcontroller, i have below querries-:
1.) Is there any tools available in MATLAB to make models faster and smaller(Model Optmization)?
2.) How to convert a ML Model to C array or .c, .h files to integarte/compile them along with my project written in C?t
Need your help to clarify above querries ASAP, will be of great help.
Divya Gaddipati on 13 May 2021
To answer you queries:
1. For model optimization, you can refer to the Deep Network Quantizer, which also shows how to generate C++ code to deploy the quantized network to an ARM Cortex-A microcontroller using MATLAB Coder. This link on code generation might be of help.
2. You can also refer to this example to know about code generation for an ML model.