Tag: Neural Networks

In this tutorial, the readers will get to learn on how train their own facial keypoint detector on colored images using deep learning and PyTorch. We will be training a ResNet50 neural network model on facial keypoints dataset and use the trained model to predict keypoints on real-time webcam feed. ...

In this article, the tutorials will learn about facial keypoint detection using deep learning and PyTorch. This tutorial will help readers to get started with facial keypoint detection as we are using a simple dataset and a very simple neural network model. ...

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. ...