Tag: Machine Learning

In this tutorial, you will learn how to get high-resolution images from low-resolution images using deep learning and the PyTorch framework. This post will show you how to carry out image super-resolution using deep learning and PyTorch. In one of my previous articles, I discussed Image Deblurring using Convolutional Neural Networks and Deep Learning. We […] ...

In this blog post, we use Histogram of Oriented Gradients (HOG) for Fast and Accurate Person Detection. ...

In this post, you will learn about the Histogram of Oriented Gradients (HOG) descriptor in the field of computer vision. Along with that, you will also learn how to carry out image recognition using Histogram of Oriented Gradients (HOG) descriptor and Linear SVM. A bit of background… I constantly learn about deep learning and do […] ...

In this tutorial, we will try our hands on learning action recognition in videos using deep learning and PyTorch, with convolutional neural networks. In deep learning, you must have used CNN (Convolutional Neural Network) for a number of learning tasks. These may include image recognition, classification, object localization and detection, and many more. But in […] ...

In this tutorial, you will learn how to carry out image deblurring using deep learning convolutional neural networks. Deep learning for computer vision and images have shown incredible potential. This is the result of adapting the architectures of convolutional neural networks in deep learning to as many fields as possible. And the credit goes to […] ...