Category: Convolutional Neural Networks

This deep learning tutorial shows how to use a PyTorch pre-trained model to recognize human actions. Specifically, we will use the ResNet 3D deep learning model pre-trained on the Kinetics-400 dataset to recognize human actions in videos. ...

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. ...