side-projects

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

my llm lost to 2005

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%.