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Satellite Image Classification using PyTorch ResNet34

Sovit Ranjan RathSovit Ranjan Rath November 1, 2021November 1, 2021 4 Comments
Satellite Image Classification using PyTorch ResNet34

This tutorial explores satellite image classification using deep learning and PyTorch ResNet34 model. ...

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Custom Object Detection using PyTorch Faster RCNN

Sovit Ranjan RathSovit Ranjan Rath October 25, 2021October 25, 2021 62 Comments
Custom Object Detection using PyTorch Faster RCNN

In this tutorial, we explore how to write a simple training pipeline for custom object detection using PyTorch Faster RCNN model. ...

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Transfer Learning using PyTorch ShuffleNetV2

Sovit Ranjan RathSovit Ranjan Rath October 18, 2021October 18, 2021 0 Comments
Transfer Learning using PyTorch ShuffleNetV2

Learn how to carry out transfer learning using the PyTorch ShuffleNetV2 model pre-trained on the ImageNet dataset. ...

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PyTorch ImageFolder for Training CNN Models

Sovit Ranjan RathSovit Ranjan Rath October 11, 2021October 11, 2021 15 Comments
PyTorch ImageFolder for Training CNN Models

Learn how to use PyTorch ImageFolder class for easier training of CNN models. Train a CNN on a very interesting Butterfly images dataset. ...

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More than Real-Time FPS using SqueezeNet for Image Classification in PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 4, 2021October 4, 2021 0 Comments
More than Real-Time FPS using SqueezeNet for Image Classification in PyTorch

In this tutorial, we explore image and video classification using the PyTorch SqueezeNet deep neural network model. ...

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