Dylan Skinner Porfolio

Projects Involving Math, Data Science, and Machine Learning

Trash Detector with YOLOv8

“The greatest threat to our planet is the belief that someone else will save it.”

- Robert Swan

This was my first computer vision project and it was a lot of fun! Throughout this project I had to learn how to convert a dataset from COCO form to a YOLO form, utilize bash scripts to do multi-GPU training on a super computer, and build a streamlit app to allow for interactive use!

Here is a video of how my project works! (Built with a streamlit app!)

Figure 1: A video of the trash detector in action.