Train Image Classification on ESP32 in 5 Minutes - TinyML Tutorial

Описание: ESP32 image classification machine learning TinyML tutorial guide
Learn how to train your own binary image classification model on an ESP32 microcontroller using TinyML. In this video, I show you how to set up a no-code solution with SenseCraft AI on the XIAO ESP32-S3 Sense, capturing images and deploying a model in just five minutes. I'll also demonstrate a custom TensorFlow Lite implementation on any ESP32-S3 CAM, including code for handling camera input, preprocessing, inference, and a web server for viewing results.
Key topics covered:
Binary classification with ESP32 camera
Training models on objects like ESP32 and smartwatch
Overcoming challenges like slow inference with dual-core setup
Using TFLite Micro for efficient ML on microcontrollers
Practical applications for anomaly detection and more
Perfect for tech enthusiasts, makers, and anyone interested in edge AI. Follow along with my GitHub code for your own projects.