Classification

What is Scene Classification? An Introduction.

In this guide, learn what scene classification is and how to classify scenes with computer vision.

Use an Image Classification API to Classify Images

Learn how to use the CLIP-powered Roboflow image classification API to assign labels to images.

What is Zero-Shot Classification?

Learn what zero-shot classification is, what zero-shot classification is used for, and how to use zero-shot classification to solve computer vision problems.

Distilling GPT-4 for Classification with an API

In this guide, learn how to distill GPT-4V to train an image classification model.

How CLIP and GPT-4V Compare for Classification

In this post, we analyze how CLIP and GPT-4V compare for classification.

How to Classify Images with DINOv2

In this guide, we walk through how to classify images using DINOv2 and a dataset from Roboflow Universe.

How to Try CLIP: OpenAI's Zero-Shot Image Classifier

Earlier this week, OpenAI dropped a bomb on the computer vision world.

Use Resnet34 for Image Classification

Can a computer tell the difference between a dandelion and a daisy? In this post we put these philosophical musings aside, and dive into the the code necessary to find