We created apps both iOS and Android that accompany a line of six dolls. These dolls - SNAPSTAR STUDIO girls - are available in every Walmart in the States and in Canada and will soon be available in 42 other countries worldwide. The apps help you as a young fashionista to play around with the camera, lighting, framing and after taking the picture doing the makeup on the doll’s face. Playing with the makeup is the price-feature of the app.
By using a custom neural network / an AI - trained specifically for the doll’s faces - we can detect and paint makeup pretty precisely on the dolls faces. This custom neural network is trained by a subset of thousands of pictures of the actual dolls. These pictures are then annotated, eyes, chin, lips, etc. And the last step is training the network with this dataset.