Results For: class activation maps

In this tutorial, you will learn how to visualize class activation map in PyTorch using a custom trained model. Download the Source Code for this Tutorial We often describe neural networks as black boxes as it is hard to interpret their decisions. But that is slowly changing over the years with the introduction of neural […] ...

Learn about different approaches of saliency maps in convolutional neural networks. ...

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. […] ...

In this blog post, we fine tune a PyTorch ResNet34 model on a plant disease recognition dataset and also visualize class activation maps. ...

In this article, we train a MobileNetV3 Small neural network on a small Surgical Tool Recognition Dataset for AI in healthcare. ...