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Training VGG11 from Scratch using PyTorch

Sovit Ranjan RathSovit Ranjan Rath May 10, 2021May 10, 2021 0 Comments
Training VGG11 from Scratch using PyTorch

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. ...

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Implementing VGG11 from Scratch using PyTorch

Sovit Ranjan RathSovit Ranjan Rath May 3, 2021May 3, 2021 3 Comments
Implementing VGG11 from Scratch using PyTorch

Learn how to implement the VGG11 deep neural network from scratch using the PyTorch deep learning framework. ...

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Residual Neural Networks – ResNets: Paper Explanation

Sovit Ranjan RathSovit Ranjan Rath April 26, 2021April 26, 2021 6 Comments
Residual Neural Networks

Many of you must have used ResNets for image classification numerous times. And if you are in the field of deep learning for quite some time now, then chances are that you have ResNets as a backbone for object detection as well. But many newcomers in the field of deep learning find it difficult to […] ...

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Object Detection using PyTorch Faster R-CNN MobileNetV3

Sovit Ranjan RathSovit Ranjan Rath April 19, 2021April 19, 2021 6 Comments
Object Detection using PyTorch Faster R-CNN MobileNetV3

In this article, we will learn how to detect objects in images and videos using PyTorch Faster R-CNN MobileNetV3 model. ...

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Object Detection using PyTorch YOLOv5

Sovit Ranjan RathSovit Ranjan Rath April 12, 2021April 12, 2021 8 Comments
Object Detection using PyTorch YOLOv5

This article shows how to carry out object detection using pre-trained YOLOv5 object detection models with the PyTorch deep learning framework. ...

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