Deep Learning

Deep Learning in AI Chips

Deep learning is that form of AI which excels in incorporating the human brain that ultimately aids in better decision-making capabilities. There are numerous applications that rely on deep learning. One such application that garnered attention from everyone across is

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Understanding the Limitations of Deep Learning Models

While Deep Learning is rapidly gaining popularity across industries, why is it not a mass norm yet? Deep learning is receiving a lot of hype at the moment. The reasons behind this popularity are availability of huge dataset, recent breakthroughs in the

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Understanding Graph Neural Networks (GNNs): A Brief Overview

Basics of Graph Neural Networks (GNNs): What? And Why? Graph neural networks (GNNs) is a subtype of neural networks that operate on data structured as graphs. By enabling the application of deep learning to graph-structured data, GNNs are set to become an

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Video Analytics with Deep Learning is Exploring New Horizons

Recent enhancements in video analytics with deep learning have been offering a distinct advantage We are facing a daily reality such that we are encircled by so numerous intelligent video-capturing devices. These devices catch information about how we live and

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Concept Whitening: Creating Interpretability for Deep Neural Networks

Concept whitening has been introduced to elaborate the inner functionalities of deep neural network Over the past few decades, deep neural network has achieved unprecedented heights on a variety of tasks. Deep neural networks are often considered to be complex, extremely large

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Understanding Deep Learning vs Machine Learning

In the coming years, surviving in either industry or academics field with deep learning and machine learning abilities will most likely play an important role. It can seem difficult to grasp the latest developments in artificial intelligence (AI), but if

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How Deepfakes are Wrecking Havoc on Democracy

What is Deepfake Technology and how does it function? In April, during ESPN’s hit documentary series ‘The Last Dance,’ State Farm debuted a TV commercial and it became one of the most widely discussed ads in recent memory. It appeared

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Can we Offset the Black-Box Problem of Neural Network?

Why the black box is a major concern in deep learning algorithms? Deep learning has evolved much in the past few years. From face recognition, self-driving cars to photo editors, election prediction, to fraud detection, its’ applications have also diversified

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Deep Learning Software Tools are Contributing to Medical Research

Deep Learning tools are aiding Medical Researchers to find Cures for Incurable Diseases Deep learning is the functional side of artificial intelligence (AI) that enables computers to learn, like how humans learn. Deep learning tools will be imitating the functioning

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A New Deep Learning Model Can Help Mitigate Wildfire Risks

Researchers used a deep learning model to map high-risk forest areas and prevent wildfires Wildfire is a disaster and an uncontrolled fire that not only burns acres of forestry but also impact livings. As they are not limited to a

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