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Object Detection using RetinaNet with PyTorch and Deep Learning

Sovit Ranjan RathSovit Ranjan Rath November 30, 2020November 30, 2020 18 Comments
Object Detection using RetinaNet with PyTorch and Deep Learning

In this article, we will take a look at the RetinaNet deep learning object detector model. The readers will get hands-on coding experience by detecting objects in images and videos using RetinaNet model, the PyTorch deep learning framework, and OpenCV. ...

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Instance Segmentation with PyTorch and Mask R-CNN

Sovit Ranjan RathSovit Ranjan Rath November 23, 2020November 23, 2020 41 Comments
Instance Segmentation with PyTorch and Mask R-CNN

Learn about instance segmentation in deep learning. Get hands-on coding experience by applying instance segmentation on images using PyTorch deep learning frameworj and Mask R-CNN deep learning model. ...

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Human Pose Detection using PyTorch Keypoint RCNN

Sovit Ranjan RathSovit Ranjan Rath November 16, 2020November 16, 2020 35 Comments
Human Pose Detection using PyTorch Keypoint RCNN

In this article, the readers will get to learn about human pose detection using deep learning. You will get hands-on experience in using PyTorch Keypoint RCNN neural network model to detect keypoints and human pose in images and videos. ...

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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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