Deep Learning

Earn Professional certificate by enrolling in Stanford University’s Online Courses

Artificial Intelligence, Deep Learning, Machine Learning / By

Stanford University through Stanford Online is starting 4 online courses from 13th September 2021. These certificates are a part of the Artificial Intelligence Professional Program by Stanford Online. After completing any 3 of the 4 courses, you will be able to earn the Artificial Intelligence Professional Program Certificate. This program is designed for working professionals …

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Can you make Machine Learning models to Retrieve Landmarks?

Artificial Intelligence, Deep Learning, Machine Learning / By

Google is organizing the 4th iteration of its Landmark Retrieval Challenge on Kaggle- The Google Landmark Retrieval 2021 Challenge. With the help of this completion, Google aims to leverage the Machine Learning practitioners community on Kaggle to help retrieve images that have the same landmark as that in the queried image. Retrieving images that are similar …

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Can you make Machine Learning models to Recognize Landmarks?

Artificial Intelligence, Deep Learning, Machine Learning / By

Google is organizing the 4th iteration of its Landmark Recognition Challenge on Kaggle- The Google Landmark Recognition 2021 Challenge. With the help of this completion, Google aims to leverage the Machine Learning practitioners community on Kaggle to help recognize landmarks in images. Recognizing landmarks in images can have tremendous uses cases in helping people to …

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Comparing Models trained on Pretext Task to Supervised Learning Models

Artificial Intelligence, Deep Learning / By

In my previous blog post, I showed how you can implement Image Rotation Pretext Training to perform Self Supervised Learning using Keras. You can check out that blog post here. This blog post will be a follow-up to my last blog post. In this blog post, I will compare how the model that we trained …

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Implementing Image Rotation Pretext Training for Self Supervised Learning using Keras

Artificial Intelligence, Deep Learning, Machine Learning / By

Self Supervised Learning, or SSL is a really hot topic in the field of Machine Learning and Deep Learning at the moment. You would have definitely come across the term in conferences, blogs, or in various other discussion groups or somewhere else by now. Self Supervised Learning is a very promising approach to training Neural …

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Google CHAII Research Challenge: Answering to Indian Language Questions

Artificial Intelligence, Deep Learning, Machine Learning / By

India is one of the most populous countries in the world, second only to China. Despite that major Indian languages such as Hindi and Tamil have an under-representation on the web and public datasets. This makes the performance of Natural Language Understanding(NLU) models plummet on Indian Languages which subsequently affects the users of these models …

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8 Instagram Accounts to follow for Artificial Intelligence

Artificial Intelligence, Deep Learning, Machine Learning / By

Previously I have talked about the accounts you should follow on Twitter for advancement in Deep Learning. However, when it comes to the world of social media, there is hardly any platform that has a bigger user base and more engagement than Instagram. In this blog post, I will be talking about 8 Instagram accounts …

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Introducing Input Drift with an illustrative example

Artificial Intelligence, Deep Learning, Machine Learning / By

A Machine Learning model making accurate predictions during testing is one thing, but making the model work in the real world is a completely different challenge in itself. There are so many reasons that a Machine Learning model working fine in training will not do so, or will cease to do so after some time …

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4 Trends in Machine Learning to Watch out for!

Artificial Intelligence, Deep Learning, Machine Learning / By

In today’s world, there aren’t many fields that are as exciting as Machine Learning. The field is moving at a rapid pace, not just in the field of research, but also in development, management, and operations. In this blog post, I will talk about 4 promising trends in the field of Machine Learning that will …

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