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TensorBoard with PyTorch Lightning

Neelabh Madan (IIT Delhi)
August 10, 2020 Leave a Comment
Deep Learning how-to Image Classification Machine Learning PyTorch Tutorial

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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Tags: Comet Logger Computer Vision deep learning graphs Lightning logging Machine Learning MNIST Neptune Logger PyTorch tensorboard Tensorboard Logger tutorial visualisation
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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

Federated Learning using PyTorch and PySyft

Jatin Prakash
May 25, 2020 Leave a Comment
Deep Learning Image Classification PyTorch Tutorial

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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Tags: Computer Vision deep learning federated learning MNIST privacy preserving pysyft PyTorch
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Filed Under: Deep Learning, Image Classification, PyTorch, Tutorial

Getting Started with PyTorch Lightning

Neelabh Madan (IIT Delhi)
May 10, 2020 Leave a Comment
Deep Learning how-to Image Classification Machine Learning PyTorch Tutorial

May 10, 2020 By Leave a Comment

featured-lightning

Imagine, one day you have an amazing idea for your machine learning project. You write down all the details on a piece of paper- the model architecture, the optimizer, the dataset. And now you just ...

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Tags: Computer Vision deep learning Lightning Machine Learning MNIST PyTorch tutorial
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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

Understanding Autoencoders using Tensorflow (Python)

Aditya Sharma
Anastasia Murzova
November 15, 2017 9 Comments
Application Deep Learning how-to Keras Tensorflow Tutorial

November 15, 2017 By 9 Comments

Denoising Autoencoder Deep Learning

In this article, we will learn about autoencoders in deep learning. We will show a practical implementation of using a Denoising Autoencoder on the MNIST handwritten digits dataset as an example. In ...

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Tags: autoencoder convolutional neural network denoising MNIST Tensorflow
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Filed Under: Application, Deep Learning, how-to, Keras, Tensorflow, Tutorial

Image Classification using Feedforward Neural Network in Keras

Vikas Gupta
Anastasia Murzova
October 23, 2017 17 Comments
Deep Learning Image Classification Image Recognition Tutorial

October 23, 2017 By 17 Comments

Handwritten Digits Classification

In this article, we will learn how to implement a Feedforward Neural Network in Keras. We will use handwritten digit classification as an example to illustrate the effectiveness of a feedforward ...

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Tags: deep learning feedforward neural networks Image Classification Keras MNIST Tensorflow
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Filed Under: Deep Learning, Image Classification, Image Recognition, Tutorial

About

I am an entrepreneur with a love for Computer Vision and Machine Learning with a dozen years of experience (and a Ph.D.) in the field.

In 2007, right after finishing my Ph.D., I co-founded TAAZ Inc. with my advisor Dr. David Kriegman and Kevin Barnes. The scalability, and robustness of our computer vision and machine learning algorithms have been put to rigorous test by more than 100M users who have tried our products. Read More…

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