Computer Vision
5 Tips to Maximize Performance when Working with Image Data in ML
When working with image data in machine learning, achieving optimal performance can be challenging. Fortunately, there are several best practices...
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How to Build a Convolutional Neural Network: Step-by-Step
Most tutorials on how to build a convolutional neural network show you a wall of theory and then a screenshot...
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10 Common Data Science Interview Questions and How to Answer Them?
Data science has become a very competitive field and it is important to prepare for data science interviews if you...
Read More โComprehensive Guide to Sobel Edge Detection with Examples
Edge detection is a critical operation in image processing, it is used to identify boundaries between the objects or regions...
Read More โComprehensive Guide to Canny Edge Detection with Examples
Edge detection is a critical operation in image processing, it is used to identify boundaries between the objects or regions...
Read More โComputer Vision Interview questions
1. What is computer vision? Computer vision is a field of artificial intelligence that involves the development of algorithms and...
Read More โWhat are the two types of image classification method?
Image classification is the process of assigning a label to a given image, such as “cat”, “dog”, or “tiger”. There...
Read More โWhat is object detection?
Machine Learning is a powerful, but often misunderstood technology. It’s best known for its applications in the computer vision field,...
Read More โAutomatic Number Plate Recognition Project
In recent years, automatic license plate recognition or license plate recognition has become one of the useful approaches for vehicle surveillance. This article presents an automatic license plate...
Read More โCounting Objects in An Image
Counting objects in an image is the job of computer vision. There are many Python computer vision libraries available for this task. However, this article describes a very simple approach...
Read More โComputer Vision for Beginners – Part 5
What is Edge detection? Edge detection is a computer vision technique that uses the edges of an image to find...
Read More โComputer Vision for Beginners – Part 4
In this article, I will be discussing about various algorithms of image feature detection, description using OpenCV. Introduction What do...
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