Ask What AI Can Do for You
The talk will start broadly non-technical, addressing:
- The things AI is capable of doing in the browser, and why that’s so exciting
- Common use cases for machine learning in the browser (and conversely, what browser-based AI is *not* good for)
We’ll then move onto more specifics, including:
- The concepts behind transfer learning, a technique for leveraging pretrained models for inference and fast last-layer training
- The basics of UI performance concerns when dealing with inference and training
We’ll conclude by live coding a neural network in the browser that automatically trains on webcam images and demonstrate the ability to automatically infer those images.