Quantization Without the Headache: A Practical Guide to int8 Models
Model Design
Choosing a Lightweight Framework: TFLite, ONNX Runtime, NCNN, and ExecuTorch Compared
Model Design
Lightweight Frameworks
Edge AI Tutorials
Bigger models dominate headlines, but the real engineering wins happen when you force your network to live inside a tiny memory budget.
A practical walkthrough of running your first neural network on a microcontroller without an operating system.
The single architectural trick that makes most mobile vision models possible, described in plain language.
Pruning Neural Networks by Hand: A Gentle Introduction to Sparsity
Model Optimization
Edge AI Tutorials