If you need a facial recognition system that judges geometry, symmetry and skin health, the AI Face Analyzer is a good choice. The system evaluates the geometry, symmetry and proportion of facial features in uploaded images, then scores the overall appearance and assigns a beauty score. The idea is to help people understand what's aesthetically pleasing and build self-confidence. The system is trained on a broad data set to try to avoid bias and is available as a free service that can be extended with donations.
Another interesting option is Luxand, a cloud-based facial recognition API that includes a range of features like face recognition, age and gender detection, and facial landmark detection. Its main use is for biometric authentication and other industrial uses, but it can also be used for face recognition and evaluation, so it's a good general-purpose tool.
If you're a developer who wants to build your own facial analysis software, ezML offers a lightweight API interface with prebuilt abilities like facial analysis. It can be integrated with low-code tools and can run inference quickly, making it a good foundation for building facial recognition pipelines.