Insights & Engineering
Deep dives into building scalable AI products, architectural patterns, and the future of enterprise software.
Practical guides from Tizora's engineers on the technology behind our products and client projects. Start with our guide to vision models in deep learning, or how license plate recognition works, from image capture to a confident plate read.
Vision Models in Deep Learning: How AI Learned to See
A clear guide to vision models in deep learning: how machines turn pixels into meaning, the breakthroughs from AlexNet to vision transformers, CLIP and SAM 3, the numbers behind them, and what it takes to ship one in a real product.
How Does That Camera Actually Read Your License Plate?
You drive past a small camera at a parking garage or toll booth and the gate just opens — no ticket, no human, nothing. Here’s a plain-English walkthrough of what that camera is actually doing, one step at a time.