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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
Embeddings in ML: Zero-shot, one-shot annotations, and vector similarity search
Explore embeddings in ML: dive deep into zero-shot & one-shot annotations and uncover the power of vector similarity search. Master modern techniques today!
September 15, 2023
15 min
Machine learning
Introduction to object detection with deep learning
The evolution of object detection models starting from machine learning models utilizing hand crafted features to transformer architectures.
September 5, 2023
15 min
Machine learning
Intersection over Union (IoU) for object detection
Intersection over Union (IoU) is a crucial object detection metric. Learn how to estimate model accuracy with IoU for evaluating performance.
July 20, 2023
15 min
Machine learning
Image segmentation detailed overview [Updated 2023]
Discover image segmentation types, techniques, and applications. Leverage your image segmentation project by reading this detailed overview.
July 12, 2023
15 min
Machine learning
Activation functions in neural networks [Updated 2023]
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.
July 6, 2023
15 min
Machine learning
MLOps: Methods and tools for machine learning
Defining MLOps, the whole end-to-end lifecycle stressing out the importance of each of the components. Giving an insight into why would a company need it to be employed.
June 29, 2023
15 min
Machine learning
Mean average precision (mAP) in object detection
Discover what is mean average precision (mAP) in object detection, learn about evaluation metrics, calculation methods and interpretation of mAP scores.
June 12, 2023
15 min
Machine learning
What is data labeling? The ultimate guide
So, you’ve got your data all set for labeling. What then? This comprehensive guide on data labeling is exactly what you need to get a headstart.
June 8, 2023
12 min
Machine learning
30 best data labeling tools [2023 Q2 Updated]
The best data labeling tools at your fingertips. Check out our detailed overview of the top 30 data labeling solutions in 2023 Q2 according to G2.
June 1, 2023
14 min
Machine learning
What is image classification? Basics you need to know
What is image classification and how does it work in machine learning? Let's explore the algorithms and deep neural networks for image classification.
May 30, 2023
13 min
Machine learning
What is supervised learning? Machine learning tasks [Updated 2023]
What is supervised learning, and what are other branches of machine learning? Read the article and gain insights on how machine learning models operate.
May 29, 2023
15 min
Machine learning
Convolutional Neural Networks: 1998-2023 Overview
Learn about convolutional neural networks and their development from the early 90s: a full timeline, application rundown, and much more.
May 15, 2023
15 min
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