Category: Computer Vision

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

Model Library Updates with PyTorch 1.12

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. ...

Concrete Crack Classification using Deep Learning

Sovit Ranjan Rath August 1, 2022 0 Comment

In this post, we solve the problem of concrete crack classification using deep learning with the MobileNetv3 model. ...

Training YOLOv3 Model with MMDetection using Custom Dataset

Sovit Ranjan Rath July 25, 2022 18 Comments

In this post, we explore how to carry out training of YOLOv3 model with MMDetection on a custom dataset. ...

Custom Dataset Training using MMDetection

Sovit Ranjan Rath July 18, 2022 8 Comments

In this post, we will be training MMDetection on a custom dataset and carrying out inference using the trained YOLOX model. ...

Getting Started with MMDetection Training for Object Detection

Sovit Ranjan Rath July 11, 2022 0 Comments

This tutorial, shows how to train a Faster RCNN ResNet50 object detection model using the MMDetection library. ...