This week, we have mainly been working on our design review. Therefore, a lot of the work has been spent on ironing out the specifics of our project. So with regard to the image / video processing aspects of the projects, we’ve decided firmly on the data sets, the types of algorithms we wish to use on the images, and the specific type of neural net to use. I have been writing all of this down as part of the report due this week.
I have continued to experiment with the image subtraction and dilation I talked about last week. I am not getting them to work nearly as well as how it is presented in the resource I linked last time, but I’m thinking it will work well enough to be able to start tracking some vehicles. The goal for this week is certainly to get the preprocessing to a stage where I am able to track vehicles in an image by detecting movement from one image to the next.
I also want to go over feedback we got from my design review presentation in today’s meeting, especially with regard to the rerouting aspect of our project as there were a few questions about that that came up. We can use Monday’s group time and meeting with the professor to clarify.