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Moving Object Detection using Frame Differencing with OpenCV

Sovit Ranjan RathSovit Ranjan Rath February 8, 2021February 8, 2021 25 Comments
Moving Object Detection using Frame Differencing with OpenCV

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. ...

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Multi-Label Fashion Item Classification using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath February 1, 2021February 1, 2021 14 Comments
Multi-Label Fashion Item Classification using Deep Learning and PyTorch

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. ...

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Deep Learning Architectures for Multi-Label Classification using PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 25, 2021January 25, 2021 25 Comments
Deep Learning Architectures for Multi-Label Classification using PyTorch

In this article, you will get to learn about multi-label classification using deep learning, neural networks, and PyTorch. ...

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Multi-Head Deep Learning Models for Multi-Label Classification

Sovit Ranjan RathSovit Ranjan Rath January 18, 2021January 18, 2021 14 Comments
Multi-Head Deep Learning Models for Multi-Label Classification

In this tutorial, we discuss about different multi-head deep learning models. We discuss the different types of multi-label datasets that we can have and what kinds of multi-head deep learning models we need to build to tackle those datasets. ...

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Object Detection using SSD300 ResNet50 and PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 11, 2021January 11, 2021 11 Comments
Object Detection using SSD300 ResNet50 and PyTorch

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. ...

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