Category: Convolutional Neural Networks

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 explains how to use a deep learning neural network model to generate fictional celebrity faces. In particular, we use a convolutional variational autoencoder model to generate and train it on a real life celebrity images dataset. Then we try to generate fictional celebrity faces using this deep learning model. ...

This article explains the practical step s to build and train a deep learning convolutional variational autoencoder neural network using the PyTorch deep learning framework. We will be using the MNIST dataset for training the deep learning model. ...

This article shows how to use the AlphaPose system to carry out real-time, multi-person pose estimation using the PyTorch deep learning framework. ...

In this article, we will take a look at the RetinaNet deep learning object detector model. The readers will get hands-on coding experience by detecting objects in images and videos using RetinaNet model, the PyTorch deep learning framework, and OpenCV. ...