In this deep learning tutorial, we use Faster RCNN ResNet50 deep learning object detector to detect potholes in roads. We use a PyTorch pretrained model and fine tune it to train on our own pothole images dataset. ...

Learn about semantic segmentation in deep learning using PyTorch deep learning framework. Use the FCN ResNet50 with PyTorch framework to apply semantic segmentation techniques to images and videos. ...

This article gives an introduction to image segmentation in deep learning. You will get to know about image segmentation, different image segmentation architectures, and also real life applications of image segmentation. ...

This article describes how to use deep learning and spatial transformer networks to reduce distortions in images. We will be using the PyTorch deep learning framework. ...

This article describes the concept of Spatial Transformer Networks in deep learning and computer vision. The readers will also get hands-on coding experience by applying the concepts using PyTorch framework. ...