4 ms·
All sorts of edge cases here to handle. Its not just a bald head. What happens if there are multiple balls? What happens if the ball is redesigned with a diffe
by babesh 6y ago
All sorts of edge cases here to handle. Its not just a bald head.
What happens if there are multiple balls? What happens if the ball is redesigned with a different pattern? What happens if someone wears a shirt with a picture of a ball?
Does it make sense to center the camera on the ball? Does it make sense to also show where the ball can go?
I wonder how it's handled by people currently? I suppose it can be handled with more training data/labelling instead of custom coding.
We are looking are replacing the camera person job with AI just as we replaced other people's jobs with programming earlier and just as we replaced other people's jobs with AI more recently.
- soylentgraham 6y agoI worked at a company doing football (and footballer) tracking for ecery premier league game for a couple of years. Every other week there was a case we hadnt covered (and fixed for the next week); - white ball swapped for orange ball - player swapped shirt, new number. (We tracked players by number on their back) - player swapped shirt to a number someone else had - player swapped shirt to no number - player shirt covered entirely in mud - player swaps shirt where number is white instead of black - white ball left on sideline (2 balls) - crowd releases 50 white balloons onto the pitch - ref swapped shirt colour - sideline advert has a filled in white O on it (moving around) There were loads more, but that was off the top of my head. I dont think we ever mistake a head for a ball though! We worked out likely balls from movement (syncing cameras with bounces)