A recent Hacker Box has a detailed example with ESP32 and Tensor Flow Lite and Edge Impulse.

* https://hackerboxes.com/products/hackerbox-0095-ai-camera

* https://www.instructables.com/HackerBox-0095-AI-Camera-Lab/