Neural Network

Georgia State University organizes Kaggle Competition for Evaluating Student Writings

Artificial Intelligence, Deep Learning, Machine Learning / By

Writing is a very important skillset. However, a very small portion of the population is good at this essential skill. According to an assessment by the National Assessment of Educational Progress, less than a third of high-school students are proficient writers. This number is even lower for people belonging to certain backgrounds. This problem creates …

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Can You Forecast Crypto Prices With ML? Here Is Competition For You!

Artificial Intelligence, Crypto Currencies, Deep Learning, Machine Learning / By

Cryptocurrencies have been perhaps the most talked about topic of this decade. Many regard it as a new investment class, some even go as far as comparing it to Gold and calling it Digital Gold. Others regard it as nothing more than a speculative bubble. Either way, the volatility of Cryptocurrencies is something that people …

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Help Protect the Great Barrier Reef and win total prizes worth $150,000

Artificial Intelligence, Deep Learning, Machine Learning / By

Google’s Tensorflow is organizing a Challenge on Kaggle in partnership with Australia’s national science agency, CSIRO to help protect the great Barrier Reef. The Great Barrier Reef is a the world’s largest coral reef and home to a wide variety of flora and fauna. Recently, however, the Great Barrier Reef has been under threat from …

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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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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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Imitation Learning and Reinforcement Learning, What’s the Difference?

Artificial Intelligence, Deep Learning, Machine Learning / By

In one of my previous posts, I have explained what Imitation Learning is. You can check out the post over here. Although Imitation Learning(IL) and Reinforcement Learning(RL) look more or less the same, there are some well-defined differences. In this blog post, I will take some time and effort to talk about the differences between …

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What is Self Supervised Learning and Why is everyone talking about it?

Deep Learning, Machine Learning / By

It doesn’t really matter whether it’s a podcast on Artificial Intelligence, a top-rated Machine Learning conference, or a Community Discussion on Deep Learning. Today everyone in the field of Artificial Intelligence and Machine Learning is talking about Self Supervised Learning. Everything ranging from advancements in the field to its application and results is a hot …

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