neural network Archives • Filestack Blog

Measuring image similarity with N-dimensional vectors Read More

Posted on June 4, 2020April 25, 2024 by Filestack

In machine learning and pattern recognition, a feature is an individual measurable property or characteristic of a phenomenon being observed. […] a feature vector is an n-dimensional vector of numerical features that represent some object. – Wikipedia Isn’t it amazing that you can represent something as a 500-dimensional vector? Many people, especially if they are not actively engaged in […]

Filestack Image Captioning With Attention Networks Read More

Posted on October 10, 2019November 2, 2023 by Filestack

The twenty-first century or, in other words, the Artificial Intelligence Era was started with the advent of deep learning in computer vision. Here, data scientists’ main goal was to extract visual features from images, classify them, and detect objects. As another point of view, during the past years, Natural Language Processing algorithms played an inevitable […]