Category: Convolutional Neural Networks

In this post, we use computer vision and deep learning for American Sign Language Recognition. ...

In this article, we go through the process of dataset expansion using image augmentation and train a ResNet18 model on the new expanded dataset. ...

In this tutorial, we will learn how to create efficient data loaders for image data in PyTorch and deep learning. Specifically, this tutorial will help you to handle large image datasets in deep learning. It will also teach you how to use PyTorch DataLoader efficiently for deep learning image recognition. Introduction and Overview Working with […] ...

When dealing with image data in deep learning, then convolutional neural networks (CNN) are the go-to architectures. Convolutional neural networks have proved to provide many state-of-the-art solutions and benchmarks in deep learning and computer vision. Image recognition, object detection, and semantic segmentation are only some of the applications of convolutional neural networks among many more. […] ...

Updated: April 8, 2020. You must have come across numerous tutorials to distinguish between cats and dogs using deep learning. Well, then this tutorial is going to be a bit different and a whole lot interesting. In this article, we too will be using deep learning with Keras and TensorFlow for image classification. But with […] ...