Tag: ResNet

In this article, we will implement the Stochastic Gradient Descent with Warm Restarts paper using the PyTorch Deep Learning library. ...

In this article, we go through the Stochastic Gradient Descent with Warm Restarts paper. We analyze how the SGDR technique helps in training deep neural networks and converge much faster than other scheduling techniques. ...

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. ...

In this tutorial, readers will get to learn to use the SSD300 ResNet50 deep learning object detection model to detect objects in images and videos. This article gives hands-on experience with all the code necessary to detect objects in images and videos. ...