In recent years, the field of artificial intelligence (AI) has seen remarkable advancements, particularly in how machines can understand and describe visual content. One of the fascinating developments in this area is image captioning, where AI models are trained to generate descriptive captions for images. This technology, often referred to Continue Reading
What is Dice Coefficient?
This article will explore the Dice Coefficient (DSC), a metric commonly used to evaluate the similarity between two sets. We’ll delve into its definition, provide implementations in NumPy, TensorFlow, and PyTorch, and discuss its practical applications. By the end of this guide, you’ll have a solid understanding of the Dice Continue Reading
Read Video Files Using OpenCV Python
Reading and processing video files is a common task in computer vision, and OpenCV makes it easy to work with video data. In this article, we’ll go through the process of reading and displaying video files using OpenCV. Whether you’re working on a video analysis project or want to learn Continue Reading
Generative and Discriminative Models in Machine Learning
Machine learning is a fascinating field that teaches computers to make decisions or predictions based on data. Two main types of models are commonly used: generative models and discriminative models. These models have different approaches to learning from data, and understanding them can help you choose the right one for Continue Reading
Image Masking with OpenCV AddWeighted
Image masking is a powerful technique used in image processing to manipulate specific parts of an image while leaving other areas untouched. This is particularly useful in applications like object detection, image segmentation, and photo editing. In this tutorial, we’ll explore how to perform image masking using OpenCV addWeighted function. Continue Reading