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Automatic Face and Facial Landmark Detection with Facenet PyTorch

Sovit Ranjan RathSovit Ranjan Rath November 9, 2020November 9, 2020 6 Comments
Automatic Face and Facial Landmark Detection with Facenet PyTorch

Learn how to use Facenet PyTorch, deep learning, and computer vision for face detection and facial landmark detection. The readers will get hands-on experience of face and facial landmark detection in images and videos using OpenCV, Facenet, and PyTorch ...

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Advanced Facial Keypoint Detection with PyTorch

Sovit Ranjan RathSovit Ranjan Rath November 2, 2020November 2, 2020 16 Comments
Advanced Facial Keypoint Detection with PyTorch

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. ...

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Getting Started with Facial Keypoint Detection using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 26, 2020October 26, 2020 11 Comments
Getting Started with Facial Keypoint Detection using PyTorch

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. ...

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Human Action Recognition in Videos using PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 19, 2020October 19, 2020 8 Comments
https://debuggercafe.com/?p=8658&preview=true

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. ...

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Road Pothole Detection with PyTorch Faster RCNN ResNet50

Sovit Ranjan RathSovit Ranjan Rath October 12, 2020October 12, 2020 64 Comments
Road Pothole Detection with PyTorch Faster RCNN ResNet50

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. ...

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