Chi’s Status Reports

This week, I’ve been working on minimizing the margin of error that the algorithm produces. The reason for the margin of error that we saw from our results was because the checkout “region” was not clearly defined which made the recorded wait time for each …

I made a lot of progress this week after a few weeks of being confused about how to get to the solution efficiently and putting things together. A major part of the wait time algorithm is how to calculate the average wait time each person …

After the interim demo last Monday, I have been working on the final part of the project which is to integrate the system and do more testing, making sure that the code can count the number of people correctly at any given time and output …

The goal of this past week has been obviously to work on our product to showcase at the interim demo. I’ve been working on polishing my parts to make sure that the CV algorithm is able to process videos and output the bounding boxes of …

Since we were having some trouble setting up the hardware, I’ve been continuing working on the software code and test it with my own test cases that I made. To be more specific, I’ve been writing the code for the wait time algorithm and I …

I’ve finished fixing the errors on the CV side and fine-tuning it so the code should be ready to run on the Jetson Nano. Testing the code is not a one-time task and it’s something that I will keep doing every week. As we’ve finally …

The week was mainly spent on writing the design review report as there was a lot to be done. I also spent time on fixing the bugs and fine tuning the YOLOv7 code so that it works to our needs. Since we haven’t been able …

Half of the week was spent on the Design Review. There were issues related to my part specifically that were addressed in our feedbacks. First of all, there was a concern related to how we would customize the Yolov7 model to account for human objects …

As mentioned in my previous status report and in our schedule, I have been working on implementing YOLO algorithm for object detection process. I have created a github which includes all of my code and notes on the design and implementation process (you can find …

For this week, I’ve been spending time on the design aspect of my algorithm before actually implementing them next week. The goal for this following week will be to implement the YOLO algorithm for object detection and have it work on images with 1 to …