Summary This week, the team made progress across multiple aspects of the project. On the frontend, we revamped the user interface for responsive design, while backend API endpoints were implemented to support dynamic updates. Ongoing testing ensures cross-device compatibility and seamless integration between components. A little more progress was made Read more…
What did you personally accomplish this week on the project? This week, had some other responsibilities I had to attend to, meaning this report won’t be as long as last week’s (this may be a relief depending on the reader). In general, my main focus this week was attempting to Read more…
What did you personally accomplish this week on the project? Continued modifying existing photos that had pictures of pencils not labelled. Since our model uses photos from COCO that do not have our new categories, there are plenty of false negatives. Thus I’m finishing up going through photos that have Read more…
What did you personally accomplish this week on the project? 1. I revamped the user interface, ensuring the design aligns with project goals for simplicity and usability. This required backend adjustments, including the creation of new API endpoints to handle dynamic UI interactions. I also incorporated new HTML5 and CSS3 Read more…
What did you personally accomplish this week on the project? I was extremely tied up until Friday, so started working on the webpage and react code on Friday night. This week, I focused on enhancing the user interface of the Forget-Me-Not application. Using a combination of React.js, JavaScript, HTML, and Read more…
What did you personally accomplish this week on the project? Most of my work this week related to optimizing the statistics generating script for each model configuration and fixing minor bugs. Essentially I found minor bugs in said script and some stats that were lost after training was completed. So Read more…
Summary Continued working on ML model performance improvement Fully integrating sqlite database code into webserver Worked on the frontend code and finished the login and register page What are the most significant risks that could jeopardize the success of the project? How are these risks being managed? What contingency plans Read more…
What did you personally accomplish this week on the project? Discussion: How should inference be done? I spent a significant amount of time this week thinking about the best way to do inference. I had a few ideas: Evaluate the model in worker threads in the webserver, as we are Read more…
What did you personally accomplish this week on the project? I worked mainly on integrating the SQLite database with the existing interfaces. It was slightly challenging as the initially defined types differed from Giancarlo’s definition. I had to rewrite a substantial amount of code to get it to work, but Read more…
What did you personally accomplish this week on the project? First I did more substantial work on the Grounded Dino implementation. Essentially I confirmed that Grounded Dino works to a reasonable degree in many respects it matches the results that I got with my training with YOLO. In order to Read more…