Category: Computer Vision

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

Image Foreground Extraction using OpenCV Contour Detection

In this article, you will get to know about image foreground extraction using the OpenCV contour detection method. ...

Moving Object Detection using Frame Differencing with OpenCV

Sovit Ranjan Rath February 8, 2021 25 Comments

Learn how to detect moving objects in videos using computer vision. Use the method of frame differencing and summing along with OpenCV to detect moving objects. ...

Multi-Label Fashion Item Classification using Deep Learning and PyTorch

Sovit Ranjan Rath February 1, 2021 14 Comments

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. ...

Object Detection using SSD300 ResNet50 and PyTorch

Sovit Ranjan Rath January 11, 2021 11 Comments

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. ...

Object Detection using PyTorch and SSD300 with VGG16 Backbone

Sovit Ranjan Rath January 4, 2021 26 Comments

In this article, we will use the SSD300 object detector with VGG16 backbone to detect objects in images and videos. For this purpose, we will use the PyTorch deep learning framework. ...