Demystifying our product recognition AI

Machine learning systems are often seen as black boxes, where even experts can struggle to explain certain behaviours. In this talk we will discuss how we enhanced our Blender-based synthetic training system to help shine a light inside the black box of our product recognition model, and what we found inside (spoilers: lots of answers, but also a bunch more questions).

Speaker

  • Hi! My official job title is "pipeline tools developer and machine learning specialist" but that's a bit of a mouthful so let's just say I'm a developer at 345. I build tools for 3D artists using Blender and other systems. In a past life I was a lecturer at the University of Bath, and so I'm looking forward to get a chance to speak again at Blender Conference!