Category: Computer Vision

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

Hyperparameter Search with PyTorch and Skorch

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

Manual Hyperparameter Tuning in Deep Learning using PyTorch

Sovit Ranjan Rath December 13, 2021 8 Comments

In this post, we explore manual hyperparameter tuning in deep learning by writing custom code using PyTorch. ...

A Simple Pipeline to Train PyTorch Faster RCNN Object Detection Model

Sovit Ranjan Rath November 29, 2021 60 Comments

This post shows how to build a simple pipeline to train the PyTorch Faster RCNN object detection model. ...

Applying Different Augmentations to Bounding Boxes in Object Detection using Albumentations

Sovit Ranjan Rath November 22, 2021 6 Comments

Learn how to apply different augmentations to bounding boxes using the Albumentations library for object detection. ...

Bounding Box Augmentation for Object Detection using Albumentations

Sovit Ranjan Rath November 15, 2021 11 Comments

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