Category: OpenCV

Image Recognition using Histogram of Oriented Gradients (HOG) Descriptor

Image Recognition using Histogram of Oriented Gradients (HOG) Descriptor

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 […] ...

Action Recognition in Videos using Deep Learning and PyTorch

Action Recognition in Videos using Deep Learning and PyTorch

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 […] ...

Image Deblurring using Convolutional Neural Networks and Deep Learning

Image Deblurring using Convolutional Neural Networks and Deep Learning

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 […] ...