For this week, I made the final touches to our detection model. I finalized training runs for our YOLOv5x model using the expanded dataset, and measured the benchmark accuracy as well as inference speed on the Raspberry Pi. I have also set up the cloud pipeline to integrate our model inference pipeline, in preparation for the final demo.<\/p>\n
Overall, I am on schedule with our updated project timeline. The model has been finalized, and I am helping to complete the integration of the model with the cloud pipeline, the Raspberry Pi as well as our mobile application.<\/p>\n
For next week, we will focus on completing the deliverables, finalizing the integration between our components in order to achieve a successful final demo.<\/p>\n","protected":false},"excerpt":{"rendered":"
For this week, I made the final touches to our detection model. I finalized training runs for our YOLOv5x model using the expanded dataset, and measured the benchmark accuracy as well as inference speed on the Raspberry Pi. I have also set up the cloud pipeline to integrate our model inference pipeline, in preparation for … <\/p>\n