Tag: Image Classification

In this article, the readers will get to learn how to use learning rate scheduler and early stopping with PyTorch for effective training of deep neural networks. ...

In this article, we explore how to carry out practical multi-label classification using deep learning, neural networks, and PyTorch. The readers will get to know how use a multi-head ResNet50 deep learning model to categorize fashion items into multiple labels. ...

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. ...