The 10 Hidden Steps Between "Record a Video" and "Train an ML Model" That Nobody Talks About
Everyone sees the demo: "We trained an AI to detect drowsiness from video!" Impressive 30-second clip. Clean accuracy numbers.
What they don't show are the 2-3 years of infrastructure development that make the "simple" demo possible—or the 6-9 months of painful integration work if you try to stitch together existing tools that were never meant to work together.