Category: Computer Vision

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

HybridNets – Paper Explanation

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. ...

Comparing PyTorch ImageNetV1 and ImageNetV2 Weights for Transfer Learning with Torchvision 0.13

Sovit Ranjan Rath August 15, 2022 0 Comments

In this post, we carry out experiments for comparing the PyTorch ImageNetV1 and ImageNetV2 weights in the transfer learning task using EfficientNetB1. ...

Model Library Updates with PyTorch 1.12

Sovit Ranjan Rath August 8, 2022 2 Comments

In this post, we discuss all the updates that the Model Library got with PyTorch 1.12. New ImageNet weights, new Object Detection weights, and many more. ...