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Faster Image Augmentation in TensorFlow using Keras Layers

Sovit Ranjan RathSovit Ranjan Rath January 31, 2022January 31, 2022 0 Comment
Faster Image Augmentation in TensorFlow using Keras Layers

In this post, we explore faster image augmentation using TensorFlow Keras layers on GPU. ...

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Brain MRI Classification using PyTorch EfficientNetB0

Sovit Ranjan RathSovit Ranjan Rath January 24, 2022January 24, 2022 0 Comment
Brain MRI Classification using PyTorch EfficientNetB0

In this post, we explore how to carry out transfer learning and fine-tuning an EfficientNetB0 model to classify brain MRI images. ...

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Transfer Learning using EfficientNet PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 17, 2022January 17, 2022 33 Comments
Transfer Learning using EfficientNet PyTorch

In this post, we do transfer learning using EfficientNet PyTorch. Specifically, we use the EfficientNetB0 model ...

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PyTorch Pretrained EfficientNet Model Image Classification

Sovit Ranjan RathSovit Ranjan Rath January 10, 2022January 10, 2022 9 Comments
PyTorch Pretrained EfficientNet Model Image Classification

In this post, we explore the pretrained EfficientNet model from PyTorch for image classification task. ...

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Hyperparameter Tuning using Keras Tuner

Sovit Ranjan RathSovit Ranjan Rath January 3, 2022January 3, 2022 0 Comment
Hyperparameter Tuning using Keras Tuner

In this post, we will explore how to use Keras Tuner for Hyperparameter Tuning in Deep Learning and try to solve a medical imaging classification problem. ...

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