Category: Computer Vision

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

Image Super Resolution using SRCNN and PyTorch – Training a Larger Model on a Larger Dataset

In this blog post, we train the SRCNN image super resolution model on T91 and General100 dataset using PyTorch. ...

SRCNN Implementation in PyTorch for Image Super Resolution

Sovit Ranjan Rath June 6, 2022 11 Comments

In this tutorial, we carry out the SRCNN model implementation in PyTorch for Image Super Resolution. ...

Image Super Resolution Using Deep Convolutional Networks: Paper Explanation

Sovit Ranjan Rath May 30, 2022 4 Comments

In this post, we discuss the Image Super Resolution Using Deep Convolutional Networks along with the network architectures and experiment results. ...

Stanford Cars Classification using EfficientNet PyTorch

Sovit Ranjan Rath May 23, 2022 4 Comments

In this post, we explore how to carry out Stanford Cars classification using EfficientNet B1 model and PyTorch ...

Using PyTorch Visualization Utilities in Inference Pipeline

Sovit Ranjan Rath May 16, 2022 2 Comments

In this post, we explore how to integrate the PyTorch visualization utilities with video inference pipeline. ...