Category: Computer Vision

Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.

Transfer Learning using EfficientNet PyTorch

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. ...

Hyperparameter Search with PyTorch and Skorch

Sovit Ranjan Rath December 20, 2021 2 Comments

In this post, we will be exploring Hyperparameter search using Grid Search with PyTorch and Skorch. ...