Category: Computer Vision

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

Traffic Sign Recognition using Custom Image Classification Model in PyTorch

This post shows how to train a custom neural network model on the traffic sign recognition dataset using PyTorch. ...

Using Any Torchvision Pretrained Model as Backbone for PyTorch Faster RCNN

Sovit Ranjan Rath April 11, 2022 2 Comments

In this post, we explore how to use any Torchvision pretrained model as a backbone for PyTorch Faster RCNN. Add backbones like SqueezeNets and ResNets to Faster RCNN. ...

Traffic Sign Detection using PyTorch and Pretrained Faster RCNN Model

Sovit Ranjan Rath April 4, 2022 66 Comments

This post explains a custom object detection pipeline to train a PyTorch Faster RCNN model on traffic sign images. ...

Traffic Sign Recognition using PyTorch and Deep Learning

Sovit Ranjan Rath March 28, 2022 5 Comments

In this post, we carry out traffic sign recognition using PyTorch and Deep Learning with the MobileNetV3 Large Neural Network model. ...

Train a Deep Neural Network to Recognize Real and Fake Human Faces

Sovit Ranjan Rath March 21, 2022 0 Comment

In this post, we train a MobileNetV3 neural network model to recognize real and fake human faces. ...