Category: Computer Vision

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

Applying Different Augmentations to Bounding Boxes in Object Detection using Albumentations

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. ...

Saving and Loading the Best Model in PyTorch

Sovit Ranjan Rath November 8, 2021 6 Comments

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

Satellite Image Classification using PyTorch ResNet34

Sovit Ranjan Rath November 1, 2021 4 Comments

This tutorial explores satellite image classification using deep learning and PyTorch ResNet34 model. ...

Custom Object Detection using PyTorch Faster RCNN

Sovit Ranjan Rath October 25, 2021 60 Comments

In this tutorial, we explore how to write a simple training pipeline for custom object detection using PyTorch Faster RCNN model. ...