I wouldn’t call my process a ‘best’ practice lol, but I have enjoyed these platforms so far:
MachineChat - most comprehensive, not free https://www.sparkfun.com/products/20674
free options (for personal use)
Edge Impulse - really simple, 10-20minutes until you have a working model https://www.edgeimpulse.com/blog/gettin … ge-impulse
Kaggle - not simple, but very robust and modular https://www.kaggle.com/
Roboflow - good for integrating different systems (might be better for later?)
It’s mostly up to user preference; you can also check out youtube reviews of different ones and see if any particular one strikes a chord with ya