Posts Tagged "side-projects"

A pixelated 20px game icon at 24% accuracy vs a crisp HOG-recognised icon at 97.5% accuracy

I Spent 8 Iterations Prompt-Engineering an LLM to Read 20-Pixel Icons. A 2005 Algorithm Did It Better.

The most expensive AI model scored 17% identifying tiny game icons. A gradient histogram algorithm from 2005, written in 170 lines of TypeScript, scored 97.5%.