Have you ever sent your friend a funny image of yours with some overlayed augmented reality filters? For example, a funny mask on your face, a hat on your head,…
When we process images, we are altering or analyzing the pixel values within the image. Whether it is image blurring, image sharpening, edge detection, or even object recognition (heard of…
You may have heard of object recognition models like YOLO, Fast R-CNN, LeNet, etc. The input these models take for object recognition is an image matrix. When we train image…
Python is a popular high-level, interpreted programming language for beginners (as well as experienced programmers). It is used for various applications, including automation, data analysis, and web development. It is…
When we work with images and real-world objects, we want to collect their coordinates and project them onto a plane for simplification. Such applications are useful in areas like self-driving…
Image that you are working on a project and you develop a creative and an amazing tool using Python that can save significant amount of time. Now you want to…
Object-oriented programming (OOP) is a fundamental programming paradigm that centers on using objects as the fundamental building blocks of software. Embracing object-oriented programming (OOP) is essential for staying current in…
"Optimization is at the heart of machine learning. It is the process of searching through a space of possible models to find one that performs well on a task. It…
Working with images is fun. When you understand the basics of processing images using programming, you come up with creative ideas on image processing and image augmentation. While there are…
In a machine learning problem that involves an image dataset, for instance, a circle detection problem, training the model over those three-dimensional RGB images can get computationally expensive. Besides this,…
