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Back to Blog
Machine learning
Learn how you can leverage data and algorithms to improve model performance on a set of tasks.
Machine learning
Pattern recognition: Overview and applications [Updated 2023]
Pattern recognition is an integral part of image processing. In this article, we’ll walk you through the staples of pattern recognition in machine learning.
February 22, 2023
7 min
Machine learning
Supervised learning and other branches of machine learning
Learn all about supervised learning and other machine learning tasks with this comprehensive guide, and gain insight into how ML models operate.
February 17, 2023
5 min
Machine learning
Top 30 data labeling tools: Detailed overview 2023
The best data labeling tools at your fingertips. Check out our detailed overview of the top 30 data labeling solutions in 2023 according to G2.
February 17, 2023
14 min
Machine learning
Overfitting and underfitting in machine learning
Get to know the differences between overfitting and underfitting in machine learning, learn how to detect and prevent them, and much more.
October 17, 2022
15 min
Machine learning
What is image annotation? Introduction to image annotation for machine learning
Here is all you need to know about image annotation, its types, and techniques to take your annotation process to the next level.
September 5, 2022
13 min
Machine learning
Everything you need to know about data labeling
Everything you need to know about data labeling. This comprehensive guide is all you need to get started.
August 12, 2022
12 min
Machine learning
Comprehensive guide to gradient descent algorithms
This article covers the essentials of gradient descent, how it’s applied in real life, and how to improve your gradient descent algorithm.
June 21, 2022
10 min
Machine learning
LiDAR: What it is, how it works, how to annotate it
Get a feel of how neural networks work on LiDAR data, how LiDAR differs from 2D images, and how LiDAR annotation works.
May 18, 2022
6 min
Machine learning
Introduction to human-centered AI and machine learning
What is Human-Centered AI? How much can we get involved in its development and its ability to enhance our lives? This article will cover it all.
May 13, 2022
5 min
Machine learning
Mean average precision (mAP) and its uses in object detection
Get to know what mAP is, how it is calculated, and why it can’t be used directly. We’ve got all that and beyond covered in this comprehensive post.
May 11, 2022
7 min
Machine learning
Activation functions in neural networks
Why use an activation function and how to choose the right one to train a neural network? Get answers to these questions and more in this post.
April 29, 2022
10 min
Machine learning
Bias in machine learning: Types and examples
What do we do about biases in machine learning? Explore the types of ML/AI bias, measurement methods, and mitigation strategies in this article.
March 17, 2022
4 min
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