Two Headed Classifier use case

Two-Headed Classifier Use Case

Idea

Let’s talk about some real world cases of computer vision tasks. In the first glance, the classification problem is as simple as it gets, and that’s kind of true. But in the real world you often have a lot of constraints like: model’s speed, size, ability to run on mobile. Moreover, you’ll probably have several tasks, and it’s not the best idea to have a separate model for …

case cases classification classifier computer computer vision constraints data science deep learning glance kind pytorch simple speed talk tasks true van vision world