DebuggerCafe - Deep Learning, Machine Learning, Artificial Intelligence

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. ...

Transfer Learning using EfficientNet PyTorch

Sovit Ranjan Rath January 17, 2022 33 Comments

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

PyTorch Pretrained EfficientNet Model Image Classification

Sovit Ranjan Rath January 10, 2022 9 Comments

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

Hyperparameter Tuning using Keras Tuner

Sovit Ranjan Rath January 3, 2022 0 Comment

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. ...

Hyperparameter Tuning with PyTorch and Ray Tune

Sovit Ranjan Rath December 27, 2021 2 Comments

In this tutorial, we are going to explore hyperparameter tuning using PyTorch and Ray Tune and try to obtain the best neural network model that we can. ...