Accomplishments
This week, I worked with Siena to modify our app. We added features to view the history of the user sessions (we added a view trend page that shows the past 5 analyses). We also added a mock recommendation system (based on the classification results, we display mock recommendations below each session results). We haven’t finalized the recommendation system yet because we’re still working on categorizing the different skin types based on the classification & confidence. We also added lighting to our product – this did make the input image better. Through testing, we also realized the distance to the camera also played significant role (the results were best when we were pretty close to the camera, less than 1ft).
I also planned out the new physical design we would implement if we were to change directions to a real mirror and a display underneath. A new CAD sketch is needed since the design would become slightly larger and a different frame is needed to accommodate the real mirror dimensions.
Schedule
I am on track!
Next Week
We hope to finalize our physical design and have the full physical product built. Siena and I will work on turning our mock recommendation system into a real one, and hopefully we will integrate all 4 models for skin analysis.