How to do Pi Day, AWS style:

1. Build and train a CNN image classifier — Pie/no Pie — on Amazon SageMaker
2. Compile and optimize the model using SageMaker Neo
3. Run inference on the edge with a Raspberry Pi

A fun end-to-end ML project combining SageMaker for training, Neo for model optimization, and a Raspberry Pi for edge inference — all to answer the important question: is it pie?

Originally posted on LinkedIn