Things accomplished this week Completed Various Tests for how one would train YOLO to have additional classes that it would classify Notably, attempts were made to train on top of existing models but accuracy on existing classes suffered greatly. It was decided to train YOLO10m from scratch due its high Read more…
Progress report for work done until 09/28 Summary Were able to collect HW and setup the RPi with the camera to take images Did preliminary research on how the camera synchronization can be done using the MST algorithm Successfully set-up and deployed 2 databases with a 3rd one in the Read more…
Things accomplished this week I was able to collect HW and setup the RPi with the camera to take images Did preliminary research on how the camera synchronization can be done using the MST algorithm I successfully set-up and deployed 2 databses with a 3rd one in the works [after Read more…
What did you personally accomplish this week on the project? Set up a web server Firstly, I had to answer some of the questions posed during my previous status report. Through some google-ing and asking a few friends and acquaintances, I was able to come up with answers to my Read more…
What did you personally accomplish this week on the project? Began Development Work On Several Sub-modules Of The Project Completed testing with the arrays of Yolo Models to determine which one would be optimal. Began work on CV Preprocessing Scripts locally so that YOLO would ONLY be run when there Read more…
What did you personally accomplish this week on the project? Set up the group’s WordPress website This took longer than expected. I am unfamiliar with WordPress, and getting the website to look reasonable, and have all of the components that I wanted took longer than expected. However, this hopefully won’t Read more…
What did you personally accomplish this week on the project? Worked on the proposal presentation slides, Met up with the team to finalize the presentation and content, Practised presentation delivery and pacing, Worked on figuring out Rpi 4 specs and camera module configurations Starting research on how to create a Read more…
Progress report for work done until 09/21 Worked and submitted abstract, Received feedback from advisors and finetuned proposal, Developed and delivered the proposal presentation, The initial code base github setup for audio processing code started, Team meeting on 09/19 helped us hash out the specifics of the project and divide Read more…
These slides contain our project idea, use case, requirements, technical challenges, potential solutions and a high-level system architecture. This presents our baseline ideas for the project and initial plans of execution Team_A7_Zaniolo_Muchnik_Anshu
Introduction and Project Summary For our project, we plan to develop an innovative system that uses cameras and AI technology to monitor a room in your house, recording the historical locations of objects. This system will continuously track the movement and placement of everyday items, offering a unique solution for Read more…