Day: April 6, 2020

Visualizing Filters and Feature Maps in Convolutional Neural Networks using PyTorch

Visualizing Filters and Feature Maps in Convolutional Neural Networks using PyTorch

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. […] ...