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Bounding Box Augmentation for Object Detection using Albumentations

Sovit Ranjan RathSovit Ranjan Rath November 15, 2021November 15, 2021 12 Comments
Bounding Box Augmentation for Object Detection using Albumentations

In this post, we explore bounding box augmentation for object detection task in deep learning using the Albumentations library. ...

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Saving and Loading the Best Model in PyTorch

Sovit Ranjan RathSovit Ranjan Rath November 8, 2021November 8, 2021 6 Comments
Saving and Loading the Best Model in PyTorch

Learn about saving and loading the best model in PyTorch and how running tests on the best model gives better deep learning results. ...

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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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