Category: Computer Vision

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

Face Detection with Dlib using HOG and Linear SVM

In this post, we will explore face detection with Dlib's HOG and Linear SVM model. ...

Chinese Number Recognition using Deep Learning and PyTorch

Sovit Ranjan Rath June 21, 2021 0 Comment

Learn about Chinese Number Recognition using Deep Learning and PyTorch by training a simple modified LeNet neural network model. ...

Saliency Maps in Convolutional Neural Networks

Sovit Ranjan Rath June 14, 2021 7 Comments

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. ...