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TensorBoard with PyTorch Lightning

August 10, 2020 By Leave a Comment

A picture is worth a thousand words! As computer vision and machine learning experts, we could not agree more. Human intuition is the most powerful way of making sense out of random chaos, ...

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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

Playing Rock, Paper, Scissors with AI

July 29, 2020 By Leave a Comment

Let’s play rock, paper scissors.You think of your move and I’ll make mine below this line in 1...2…and 3. I choose ROCK. Well? ...who won. It doesn't matter cause you probably glanced at the ...

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Filed Under: Deep Learning, Image Classification, Keras, Tensorflow, Tutorial

CNN Receptive Field Computation Using Backprop with TensorFlow

July 23, 2020 By Leave a Comment

In our recent post about receptive field computation, we examined the concept of receptive fields using PyTorch. We learned receptive field is the proper tool to understand what the network 'sees' ...

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Filed Under: Computer Vision Stories, Deep Learning, Feature Detection, Image Classification, Keras, Object Detection, Tensorflow, Tools, Tutorial

CNN Fully Convolutional Image Classification with TensorFlow

July 13, 2020 By Leave a Comment

In a previous post, we had covered the concept of fully convolutional neural networks (FCN) in PyTorch, where we showed how we can solve the classification task using the input image of arbitrary ...

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Filed Under: Deep Learning, Feature Detection, Image Classification, Image Processing, Keras, Object Detection, Tensorflow

Graph Convolutional Networks: Model Relations In Data

June 1, 2020 By Leave a Comment

graph convolutional networks model relations in data

In an earlier post, we covered the problem of Multi Label Image Classification (MLIC) for Image Tagging. Recall that MLIC is an image classification task but unlike multi-class image ...

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Filed Under: Image Classification, PyTorch, Tutorial

Federated Learning using PyTorch and PySyft

May 25, 2020 By Leave a Comment

This is a a gentle introduction to federated learning --- a technique that makes machine learning more secure by training on decentralized data. We will also cover a real-life example of federated ...

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Filed Under: Deep Learning, Image Classification, PyTorch, Tutorial

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