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Face Detection with Dlib using HOG and Linear SVM

Sovit Ranjan RathSovit Ranjan Rath June 28, 2021June 28, 2021 8 Comments
Face Detection with Dlib using HOG and Linear SVM

In this post, we will explore face detection with Dlib's HOG and Linear SVM model. ...

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Chinese Number Recognition using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath June 21, 2021June 21, 2021 0 Comment
Chinese Number Recognition using Deep Learning and PyTorch

Learn about Chinese Number Recognition using Deep Learning and PyTorch by training a simple modified LeNet neural network model. ...

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Saliency Maps in Convolutional Neural Networks

Sovit Ranjan RathSovit Ranjan Rath June 14, 2021June 14, 2021 7 Comments
Saliency Maps in Convolutional Neural Networks

Learn about different approaches of saliency maps in convolutional neural networks. ...

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Basic Introduction to Class Activation Maps in Deep Learning using PyTorch

Sovit Ranjan RathSovit Ranjan Rath June 7, 2021June 7, 2021 7 Comments
Basic Introduction to Class Activation Maps in Deep Learning using PyTorch

In this tutorial, you will learn about class activation maps in deep learning using PyTorch. ...

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Semantic Segmentation using PyTorch DeepLabV3 and Lite R-ASPP with MobileNetV3 Backbone

Sovit Ranjan RathSovit Ranjan Rath May 31, 2021May 31, 2021 9 Comments
Semantic Segmentation using PyTorch DeepLabV3 and Lite R-ASPP with MobileNetV3 Backbone

Learn to carry out semantic segmentation inference using DeepLabV3 and Lite R-ASPP PyTorch deep learning models with MobileNetV3 backbone. ...

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