How to deploy Machine learning model to ARM Cortex - 32 bit Microcontrollers ?

Hello Team,

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.

Thank You

Deep Singh

Answer 1

[Divya Gaddipati]

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.

[Deep Singh]

Thanks a lot Divya for support.