What did you personally accomplish this week on the project? Give files or
photos that demonstrate your progress. Prove to the reader that you put sufficient
effort into the project over the course of the week (12+ hours)
This week I focused on getting the last model ready. I ended up switching to also using a yolo head for sunburn, since it worked well for acne. Likewise, this will need to be fine-tuned to classify what confidence/density would be good for defining “sunburn” vs “no sunburn”. There’s empirical testing that can be done to our >85% accuracy standard, but also some qualitative tuning/testing would be needed, since there’s a gray area between the two binary categories.
Below is one image of the scraped images displayed with burn bounding boxes. The right is more emblematic of typical use cases, but it can detect a burn in both cases.
