Pošto sad svi gledaju US Open zbog Novaka, možda je ovo zanimljivo
https://www.ibm.com/blogs/watson/2019/08/the-future-of-the-fan-experience-at -the-us-open/
"For the millions of viewers catching the action around the world, the 2019 US Open will feature an even more robust AI Highlights feature, which captures the most exciting moments from the tournament to compile a highlight reel in near-real time. Watson was trained to digest highlight clips and rank the excitement level or highlight-worthiness of each clip. To start, we put https://www.ibm.com/watson/media IBM Watson Media to work to automatically identify the start and end of each point, based on the camera angle and the sound of the tennis ball being struck. Then https://www.ibm.com/watson/services/visual-recognition/ Watson's visual recognition capabilities identify the celebratory gestures of a player - a fist pump or an arm raised overhead in celebration. Watson can even detect emotion in a player's face, and it assigns each reaction a score. Next, with the https://www.ibm.com/cloud/machine-learning latest in machine learning breakthroughs, Watson analyzes the crowd roar - again, giving each clip a crowd reaction score. Finally, the context of the match - whether it's a break point or set point and so on - is factored into the overall excitement level."
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