Human-centered AI: a Case for Cognitively Inspired Machine Intelligence - Fei-Fei Li: #ML

"It is estimated that humans by the age of 6 are able to recognise 30'000 categories of objects"
"A discrete list of objects is not what the human visual systems gets when you open your eyes - in fact, its the interaction, the relationship between objects, people and actions that really define our rich visual experience." 

Visual Genome: "a dataset, knowledge base - an ongoing effort to connect structured image concepts to language": http://visualgenome.org/

4 Future Directions for Visual Intelligence:

"I hope to see the next generation of AI tech will be more inspired by human intelligence - by Neuro, Cognitive & Behaviour science"
"The goal of AI should be benefiting humanity, should be enhancing humanity - not replacing it"