In this article, I will take you through Deepfake Detection with Python and Machine Learning. I recently wrote an article on what is Deepfake and how it is dangerous. If you don’t know what is Deepfake then I will suggest…
In this article, I’ll walk you through how to convert an image to a pencil sketch with Python in less than 20 lines of code. Python is a general-purpose programming language and with the growing popularity of Python, it can…
In this article, I’ll walk you through a colour recognition task with Python. This process is also known as colour detection. We are going to create a basic application that will help us detect colours in an image. The program…
A local image characteristic is a tiny patch in the image that is indifferent to the image scaling, rotation, and lighting change. It’s like the tip of a tower or the corner of a window in the image below. In…
In this article, I will introduce you to the application of Machine Learning in healthcare. I will show you how we can work on the lung segmentation task with machine learning using python. Lung Segmentation with Machine Learning Lung segmentation…
In this short article, I’ll show you how you can use the power of Python to extract text from images. The applications of this technique are endless. Some examples include: Data mining for machine learning tasks Take photos of receipts…
In this article, I am going to explain how we can train a neural network model for the task of image classification with TensorFlow. For those new to TensorFlow, TensorFlow is an end-to-end open-source platform for machine learning. It has…
Humans take no effort to distinguish a dog, cat, or flying saucer. But this process is quite difficult for a computer to emulate: it only looks easy because God designs our brains incredibly well to recognize images. One common example…
Image filtering is used to enhance the edges in images and reduce the noisiness of an image. This technology is used in almost all smartphones. Although improving an image using the image filtering techniques can help in the process of…
Have you ever thought how Snapchat manage to apply amazing filters according to your face? It have been programmed to detect some marks on your face to project a filter according to those marks. In Machine Learning those marks are…
Using the HOG features of Machine Learning, we can build up a simple facial detection algorithm with any Image processing estimator, here we will use a linear support vector machine, and it’s steps are as follows: Obtain a set of…