This week was a rather busy week, and I didn’t complete as much as I had hoped to. However, I will spend a lot of time on Sunday catching up with our timeline.
In the coming week I will catch up on detection of solid vs striped balls and improve some of our object detection models to filter out the player when they are making a shot. I also plan to test our existing object detection models on a live video feed. Furthermore, I noticed that the wall detection model I had created the prior week was not very effective in detecting the walls on the images we took of our actual setup. This is most likely due to the lack of contrast between the walls of the table and the table’s playing area. To address this, I plan to install markers on our wall to distinguish the colors of the edges with the playing area, then I will retest the wall detection model on this new setup.
Here is an image of the pocket detection:
