
https://ai.facebook.com/blog/using-ai-to-bring-childrens-drawings-to-life/
Many AI systems and tools are designed to handle realistic images of humans, children's drawings add a level of complexity and unpredictability as they are often constructed in abstract, fanciful ways. These types of morphological and stylistic variations can confuse even state-of-the-art AI systems that excel at spotting objects in photorealistic images and drawings.
Meta AI researchers are working to overcome this challenge so that AI systems will be better able to recognize drawings of human figures in the wildly varied ways that children create them. This great blog post provides more details about the Animated Drawings and the approach taken.
Torchserve


Fig1. Overall flow of Torchserve performance tuning 
