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Articles tagged with #machine-learning
1 Introduction 1.1 What are Convolutional neural networks (CNN)? Convolutional neural network (CNN), are a class of artificial neural networks that has become dominant in various computer vision tasks, it is attracting interest across a variety of do...
Introduction This paper proposes a real-time approach to detect the 2D pose of multiple people in an image. OpenPose is an open- source multi-person detection system supporting the body, hand, foot, and facial key points. Human pose estimation is foc...
Introduction I would highly recommend you check out Mnist handwritten digit classification using tensorflow before continuing with this article. In that article, I tackled the same MNIST handwritten digit classification using a simple neural network....
Introduction What is Handwritten Digit Recognition? Handwritten digit recognition is the ability of computers to recognize human handwritten digits. It is a hard task for the machine because handwritten digits are not perfect and can vary from person...
Introduction Yeah, the Confusion matrices are really confusing(No pun intended). In this article, I will go over some of the very important terms in Machine learning such as Accuracy, Precision and Recall. I will also answer some of the popular recur...
Introduction Ever since the introduction of emails, humankind has been plagued by spam messages. Any promotional messages or advertisements that end up in our inbox can be categorised as spam as they don't provide any value and often irritates us. Ov...
