What did you personally accomplish this week on the project? Was finally able to run grounding Dino on Rasp Pi. Though it was far too slow – 30 minutes when yolo takes around 3 seconds. Thus another solution had to be figured out – “the cloud”. AWS was not used 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…
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…
What did you personally accomplish this week on the project? Further Yolo Testing This week I added in various Scripts and functions aimed at robustly testing each YOLO test configuration. While there was iterative testing before, now it was far more clear to see the data from each run and Read more…
Things accomplished this week This week there was a lot of emphasis on both developing the robustness of the YOLO model with regard to adding new types of objects and integrating said models with the database/web server. Significant progress was made in both areas. With regard to robustness of adding Read more…
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…
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…