Category: Deep Learning

In one of the previous editions of Daily Dose of Data Science I had talked about how TensorFlow Hub can accelerate modeling of unstructured data using the concept of transfer learning. But there are many possible scenarios in which Transfer Learning may not be the most effective option to go for. In this post, I will…
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Welcome everyone for yet another Daily Dose of Data Science! For day 6, we will explore the world of natural language for the use case of keyword extraction from text using the BERT based architecture called KeyBERT. Let’s get started! KeyBERT is an open source Python framework with minimal and easy-to-use keyword extraction technique that…
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Time for another Daily Dose of Data Science! Majority of data scientists consider using Transfer Learning from pretrained Deep Learning models whenever they work on problems involving limited data. That’s where TensorFlow Hub comes in, to even further accelerate the usage, discovery and availability of pretrained machine learning models ready for fine-tuning and deployment anywhere!…
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Computer Vision is one of the areas where Artificial Intelligence has made some significant improvements and impacts over the years. From self driving cars, to augmented reality, to visual assistance and even in automated visual security systems, CV has been quite impactful. The real benefit of computer vision can be leveraged when the vision processing…
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Over the years, AI and Machine Learning has been able to make tremendous impact particularly in the health care domain. Universities and organizations like Nvidia, Microsoft, Intel are working with Medical institutes and healthcare centers to provide open source medical datasets, including image datasets and working on creating AI driven automated solutions in the healthcare…
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In this post, we will learn how to use deep learning to generate images (base image) in the style of another image (style image). This is known as neural style transfer! This is a technique outlined in Leon A. Gatys’ paper, A Neural Algorithm of Artistic Style which is a great read, and you should…
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