i trained a computer vision model for beach volleyball analysis
— using roboflow rapid SAM3 python for detection of players, ball, net
— automated stat collection and dataviz for ball touches, speed, height, net crosses
could expand this prototype for individual player stats, court coverage heatmap, automated line calling, analysis of hit technique, turning a full match video into highlight reels, etc.
if you want to beta test this system for volleyball (or other sports), send me a dm
workflow and more details below
i trained a computer vision model to detect basketball players and points made
roboflow rapid SAM3 found the key objects through natural language prompts
then I wrote a python script to track the ball and record a basket if the ball enters the hoop from above
ideas for improving this: tally up points and assists for each player individually, distinguish between 2 vs 3 pointers, create automated highlight reels from full game footage