For this week, I worked on integrating the CV and cloud components of our system. I tested image upload and retrieval through the cloud data pipeline, as well as preliminary integration of the YOLOv5 model onto the cloud system for live inference testing. I’ve also continued further training of our YOLOv5 model.
I am currently on track with our milestones. I am working on integrating our model with our cloud pipeline which will also be integrated with the Raspberry Pi.
For next week, I plan to finalize the deployment of the YOLOv5 model onto the cloud and run cloud inference on fridge images. Furthermore, I plan to continue refining the data upload pipeline and explore backup storage solutions in the case of a cloud failure.