Category: Image Classification

This articles explains how to carry out multi-label image classification in deep learning. In particular, readers will get to implement a deep learning neural network model that classifies movie posters into multiple labels using PyTorch and deep learning. ...

This article describes how to use deep learning and spatial transformer networks to reduce distortions in images. We will be using the PyTorch deep learning framework. ...

This article describes the concept of Spatial Transformer Networks in deep learning and computer vision. The readers will also get hands-on coding experience by applying the concepts using PyTorch framework. ...

This blog post explores how to save model properly in PyTorch that helps in resuming training later on. ...

In this tutorial, you will learn how to set up small experimentation and compare the Adam optimizer and the SGD optimizer (Stochastic Gradient Descent) optimizers for deep learning optimization. Specifically, you will learn how to use Adam for deep learning optimization. For a successful deep learning project, the optimization algorithm plays a crucial role. Stochastic […] ...