Test deploying Tensorflow Lite Models to eos s3

[Willmish]

• [ ] Test example tensorflow lite model in QEMU
• [ ] Test the example on EOS S3 FPGA
• [ ] Try to deploy a custom model to eos s3 FPGA

[Willmish]

https://github.com/antmicro/zephyr-fpga-controller-examples

[Willmish]

• Chceck the size of the existing model developed by kubunio: https://github.com/JDuchniewicz/BloodPressurePPG
• HOW BIG CAN THE MODEL BE? !!!!!
• How to ensure data is coming from the sensor (SPO2)?
• How to collect it on FPGA?
• How to get FPGA inference output on Zephyr?

[Willmish]

See @JDuchniewicz :

• https://www.tensorflow.org/lite/microcontrollers
• example ml models to flash on the baord (i saw some for voice detection for quickfeather)

[JDuchniewicz]

Check how can we deploy the model to the FPGA using sensiML? How to design them to fit on the FPGa