Category: Computer Vision

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

Training ResNet18 from Scratch using PyTorch

In this post, we are training a ResNet18 model on the CIFAR10 dataset after building it from scratch using PyTorch. ...

Running Inference using HybridNets End-to-End Network

Sovit Ranjan Rath September 12, 2022 7 Comments

In this blog post, we run comprehensive inference experiments using the HybridNets neural network model. ...

HybridNets – Paper Explanation

Sovit Ranjan Rath September 5, 2022 4 Comments

In this post, we discuss the HybridNets paper along with the network architecture, experiment, and results. ...

Introduction to HybridNets using PyTorch

Sovit Ranjan Rath August 29, 2022 4 Comments

This post introduces the HybridNets neural network architecture using PyTorch. We go through a brief explanation and inference on videos. ...

A Detailed Comparison Between PyTorch IMAGENET1K_V1 and IMAGENET1K_V2 Weights

Sovit Ranjan Rath August 22, 2022 6 Comments

In this post, we carry out a detailed comparison between PyTorch IMAGENET1K_V1 and IMAGENET1K_V2 weights using the ResNet50 model. ...