Tag Archives: Artificial Intelligence

What is Image Segmentation and why is it important in computer vision?

Image segmentation is an essential step in computer vision that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. This technique is used in various applications, including object recognition, object tracking, and image compression. Image segmentation is important because it allows computers …

How to build a Sentiment Analysis model using Python and NLTK

Sentiment Analysis, also known as Opinion Mining, is a field of Natural Language Processing (NLP) that uses various techniques to identify and extract subjective information from text data. The goal of Sentiment Analysis is to determine the attitude, emotions, and opinions of a writer with respect to a particular topic or product. In this tutorial, …

Building an Image Captioning Model using TensorFlow

Image captioning is an exciting field of artificial intelligence that enables machines to understand and describe images and videos. It is a combination of computer vision and natural language processing, and is used in various applications such as self-driving cars, image search engines, and video surveillance. In this article, we will go through the process …