Accomplishments
This week, I worked on integrating the face detection model. After Isaiah has laid out the baseline, I fully integrated it fully so that it is compatible with the rest of the code. Our models yield more accurate results. I also worked on integrated the wrinkle model and adding our recommendations based on the top two most severe analysis.
Finally, we worked on threading. Our 4 ML models now don’t run sequentially, but take advantage of the 4 cores on our RPi. The following is the average result:
oil: 0.3083 s
acne: 0.4713 s
burn: 1.5153 s
wrinkle: 0.3870 s
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total: 1.5167 s
It seems like the bottleneck is our burn model.
Schedule
Right now, we’re behind in terms of the physical build because we changed our design. We plan on finishing this early next week so we can start our user study the week after Thanksgiving.
Next Week
I hope we can put together the physical model before we leave for break. 