I’ve trained a categorisation model on my local beaches surf camera to count the number of surfers in the water. I’ve then used these recordings to give me some predictions on how busy it’s going to be based on the time and the surf conditions, kind of like the google maps “popular times feature”.
You can read a little more about the project here.