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Siamese Networks - Line by line explanation for beginners
Siamese Networks are a class of neural networks capable of one-shot learning. This post is aimed at deep learning beginners, who are comfortable with python and the basics of convolutional neural…
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Deep Symmetry: Siamese Neural Networks Explained
Siamese Neural Networks (Siamese NN) are a type of deep learning architecture that processes similar inputs in a symmetrical manner, enabling them to learn a similarity metric between the inputs. In t...
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How to potty train a Siamese Network
Time for an update on my One-Shot learning approach using a Siamese LSTM-based Deep Neural Network we developed for telecommunication network fault identification through traffic analysis. A lot of…
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Implementation of a Siamese Network in Keras and TensorFlow
Member-only story Implementation of a Siamese Network in Keras and TensorFlow Learn the techniques behind object detection (and much more) with example code. Rashida Nasrin Sucky · Follow Published in...
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Siamese Networks: Algorithm, Applications And PyTorch Implementation
Since siamese networks are getting increasingly popular in Deep Learning research and applications, I decided to dedicate a blog post to this extremely powerful technique. I will explain what siamese…...
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Animal recognition with Siamese Networks and Mean Embeddings
When hearing about Siamese Networks you probably think about “Face Recognition”. That’s the most common use of those types of networks. We were trying to do something else: recognize animals based…
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Siamese Networks and Stuart Weitzman Boots
In a previous post I wrote about how you could use a Mask R-CNN model to detect clothing, this post adds a stage 2 siamese network return similarity against known clothing items even from raw images.
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How To Create a Siamese Network With Keras to Compare Images
We are going to have a good time creating this Siamese Network. Maybe, this is a technique a little bit beyond the basics, but I can assure you that it’s useful and easy. The whole code is available i...
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How to train Siamese Network on COVID-19 X-ray images
In this post, I am not solving any problem related to COVID-19 but explore concepts and implementation of SiameseNet on X-ray images. If you wish to look at code you can click on the link below…
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