Category: Computer Vision

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

Comparing Wide Residual Networks and Residual Networks in PyTorch

In this article, the readers will get to compare Wide Residual Networks and Standard Residual Networks in PyTorch. ...

Keypoint and Bounding Box Detection using PyTorch Keypoint RCNN

Sovit Ranjan Rath March 22, 2021 7 Comments

In this article, you will get to use PyTorch Keypoint RCNN model to detect keypoints and bounding boxes on the human body. ...

PyTorch Implementation of Stochastic Gradient Descent with Warm Restarts

Sovit Ranjan Rath March 15, 2021 6 Comments

In this article, we will implement the Stochastic Gradient Descent with Warm Restarts paper using the PyTorch Deep Learning library. ...

Stochastic Gradient Descent with Warm Restarts: Paper Explanation

Sovit Ranjan Rath March 8, 2021 0 Comments

In this article, we go through the Stochastic Gradient Descent with Warm Restarts paper. We analyze how the SGDR technique helps in training deep neural networks and converge much faster than other scheduling techniques. ...

Using Learning Rate Scheduler and Early Stopping with PyTorch

Sovit Ranjan Rath March 1, 2021 16 Comments

In this article, the readers will get to learn how to use learning rate scheduler and early stopping with PyTorch for effective training of deep neural networks. ...