Inference on crappy hardware will bring crappy results. However upcoming SoC solutions with ML capabilities will definitely make a difference. E.g. RPi + Sony A

Inference on crappy hardware will bring crappy results. However upcoming SoC solutions with ML capabilities will definitely make a difference. E.g. RPi + Sony Aitrios on single board may bring interesting embedded applications: https://www.prnewswire.com/news-releases/raspberry-pi-receives-strategic-investment-from-sony-semiconductor-solutions-corporation-301795015.html https://www.prnewswire.com/news-releases/raspberry-pi-receiv...