“What is a vector image! I don’t know what this is. Do I have one of those? Do I need one?” If you have ever had any graphic design done, you have probably been exposed to the term vector graphic and had these kinds of questions. Don’t worry, this is a good thing. Let’...
Image format is one of the most important things to get right on your website. Some file formats are higher-quality than others. Some take up more space than others, which impacts your site load time. To start, there are two main types of image formats: raster and vector. ...
How machine-learning experts define vectors, how they are visualized, and how vector technology improves website search results and recommendations.
This blog offers an introduction to vector search and some of the technology behind it such as vector embeddings and neural networks.
Learn all about vector art, how vector graphics work, and why working with vectors in CorelDRAW can help you create stunning designs.
The Azure AI Vision Image Analysis service can extract a wide variety of visual features from your images. For example, it can determine whether an image contains adult content, find specific brands or objects, or find human faces. The latest version of Image Analysis, 4.0, which is now in...
The Azure AI Vision Image Analysis service can extract a wide variety of visual features from your images. For example, it can determine whether an image contains adult content, find specific brands or objects, or find human faces. The latest version of Image Analysis, 4.0, which is now in...
This simple example is to just give you an idea of hierarchical image classification; for real-life wider cases, hierarchy enables a flexible and interpretable framework for organizing and representing complex visual concepts and also allows for efficient knowledge transfer between related classes. Image...
Figure 1. A vector shown on a two-dimensional Cartesian plane. In mathematics, theCartesian coordinatesystem depicts vectors using a number pair as shown in Figure 1. In this example, the vector is a directed line segment defined as (0,0), (7,7) using its numbered pairs. Vectors and sca...
Vector embeddings typically deal withhigh-dimensional databecause, in practice, most nonnumerical information is high-dimensional. For example, even a small, simple 28x28-pixel black-and-white image of a handwritten digit from theMNIST data setcan be represented as a 784-dimensional vector in whi...