TensorFlow Lite Deployment in Practice: ESP32-S3 TinyML Edge AI Inference Complete Guide 2026
Why do we need TensorFlow Lite? Hello everyone, I'm MakerOnsite. Today we're going to talk about how to run AI models on embedded devices. You may have already used TensorFlow to train models, but have you ever thought: how do you put a trained model on a Raspberry Pi, ESP32, or microcontroller to run? This is the problem TensorFlow Lite solves. Traditional TensorFlow models are too large and too slow to run on embedded devices at all. And...