Thresholding, Edge, Contour  and Line Detection with OpenCV

Thresholding, Edge, Contour  and Line Detection with OpenCV

So far in this series of articles we have covered basic concepts of image processing. Now we’re going to dive deeper and explore some more advanced transformations. Without them, computer vision, in general, would be impossible. Most of the transformations rely...
Drawing and Writing with OpenCV

Drawing and Writing with OpenCV

In this article, we are going to learn how to draw and write on images using OpenCV. Drawing is a common routine in computer vision and it’s used for highlighting and marking important parts of an image. For example, if you want to mark all cars in the image, you are...
Geometric transformations with OpenCV

Geometric transformations with OpenCV

As you dive deeper into image processing with OpenCV you are going to face problems that can only be solved with geometric transformations.  Image too big, the shape doesn’t match your needs or you want to rotate your image for some kind of data augmentation. All...
Performance testing FastAPI ML APIs with Locust

Performance testing FastAPI ML APIs with Locust

The code that accompanies this article can be received after subscription * indicates required Email Address * MLOps knowledge has become one of the major skills that one machine learning engineer can have. However, putting a machine learning model into production...
Receptive Field Calculations for Convolutional Neural Networks

Receptive Field Calculations for Convolutional Neural Networks

Subscribe and receive free guide -Ultimate Data Visualization Guide with Python* indicates required Email Address * In the past couple of years, convolutional neural networks became one of the most used deep learning concepts. They are used in a variety of industries...
18 Machine Learning Best Practices

18 Machine Learning Best Practices

Subscribe and receive free guide -Ultimate Data Visualization Guide with Python* indicates required Email Address * Machine Learning and Deep Learning (AI, in general) are no longer just buzzwords. They became an integral part of our businesses and startups. This...