Member-only story
Classifying Images with GPT-4 in C# — A Simple Guide
How to Classify Images Using OpenAI’s GPT-4
In this article, we’ll go over how you can classify images, like invoices or bank statements, using OpenAI’s GPT-4 LLM model. This process involves sending an image to OpenAI’s API, processing it, and receiving the classification result, all done through a simple C# console application.
Here’s the full process explained in simple steps:
What is Image Classification?
Image classification is the task of assigning a label to an image based on its content. For example, you can classify an image as an “Invoice” or a “Bank Statement” by analyzing the text, layout, and structure in the image. We’ll be using OpenAI’s GPT-4 model to classify images using text and pattern recognition.
Setting Up the Project
To begin, you need to create a C# console application. This is where we’ll write the code that will interact with OpenAI’s API.
1.Create a new console project:
- You can use Visual Studio, Visual Studio Code, or the command line (
dotnet new console
).
2. Install necessary libraries:
- We need Newtonsoft.Json for handling JSON in our…