Computer Vision News - April 2023

10 AI for Cosmetics bad for specific people under specific conditions. It is not enough to categorize skincare products as being for dry, oily, or normal skin. Ethnicity and skin tone also plays a role in determining the appropriate skincare routine. To identify these factors and cater to each person’s unique needs, MeNow uses a combination of survey questions and imaging . “ People use the app to take pictures, and we use the images to decrease the number of questions we need to ask, ” Coralie reveals. “ We have an algorithm that profiles the user using a mix of computer vision and their answers. We detect their face, do a 3D reconstruction, and have a database of features and specific conditions we’re detecting and segmenting. At the end of the process, we recommend a person with specific products. It’s also about monitoring. If you return to me and say, ‘This cream didn’t work,’ we can see what went wrong. ” This monitoring aspect can be especially important for younger women with cyclic hormonal variations that can impact the skin. The AI considers this, using monitoring and landmarks in the images to track changes over time . However, Hilla and Coralie are keen to point out that the software provides valuable insights but should not be seen as diagnostic, and they have no intention for it to be classified as a “ There are hundreds of molecules in a plant, ” Coralie notes. “ You can’t sit and read about each molecule and what it does and compute the interaction in your head. For most, no one knows what they do, and what is healthy for one person can be bad for another. ” Chemicals with different names can be identical, while the same molecule in different contexts can have a different formula. Therefore, much effort goes into standardization, reconstructing the picture, and integrating information for analysis. “ We have an algorithm that can take the structure of the molecules and, based on thesestructuresandtheseproperties,predict what will happen, ” Coralie continues. “ It sounds like magic, but it’s not! In biology, there are things you know the molecule is going to bindwith, andwe use this to predict the effects. ” Understanding the person is also crucial. It is not just about whether an ingredient is good or bad but whether it is good or