Category: Computer Vision

Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.

Saliency Maps in Convolutional Neural Networks

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

Basic Introduction to Class Activation Maps in Deep Learning using PyTorch

Sovit Ranjan Rath June 7, 2021 7 Comments

In this tutorial, you will learn about class activation maps in deep learning using PyTorch. ...

Semantic Segmentation using PyTorch DeepLabV3 and Lite R-ASPP with MobileNetV3 Backbone

Sovit Ranjan Rath May 31, 2021 9 Comments

Learn to carry out semantic segmentation inference using DeepLabV3 and Lite R-ASPP PyTorch deep learning models with MobileNetV3 backbone. ...

Semantic Segmentation using PyTorch DeepLabV3 ResNet50

Sovit Ranjan Rath May 24, 2021 17 Comments

In this tutorial, we will use the PyTorch DeepLabV3 ResNet50 model to apply semantic segmentation in images and videos. ...

Training VGG11 from Scratch using PyTorch

Sovit Ranjan Rath May 10, 2021 0 Comments

In this post, we will train a VGG11 deep neural network from scratch on the Digit MNIST dataset using Pytorch. Then test the trained model on new and unseen images. ...