ZooScan - Part 5: Multi-Label vs. Multi-Class Classification

Thu, 12 Jun 2025 09:58:09 +0200

In the previous post, we completed a first version of our app, which can spice up your visits to a zoo by identifying the animals you see. If, like me, you took it for a spin to your local zoo, you might have noticed that the app is not perfect. It can sometimes misidentify animals, and it can also fail to assign a label at the correct level of specificity. For example, it might identify a zebra as a horse, or it might not recognize a Labrador as a “canine” or even a “mammal”. Why does this happen? We will explore the answer to this question in this post.

Multi-Class Classification on ThinkPractice: Smart Solutions to Practical Problems

ZooScan - Part 5: Multi-Label vs. Multi-Class Classification