Deep Learning | Tuhin Sharma

Revolutionizing Smart Buildings with Federated Learning

Sun, 19 May 2024 14:15:00 +0000

Description

In today’s world, IoT (Internet of Things) devices are integral to our daily lives. From wearables and self-driving cars to smart buildings and cities, these devices shape and control our environments. Among these innovations, smart buildings stand out by not only ensuring the comfort and safety of occupants but also promoting energy and financial efficiency. The integration of AI (Artificial Intelligence) in smart buildings has made them even smarter by leveraging data from various sensors to optimize building functionalities.

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Logo detection using Apache MXNet

Thu, 01 Feb 2018 14:15:00 +0000

Description

Given an image, identify which company’s logo is present.

The article will motivate the business problem, how to get data, how to use MXNet to build the deep learning model

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Uncovering hidden patterns through machine learning

Thu, 21 Dec 2017 14:15:00 +0000

Description

FizzBuzz problem was made popular by Joel Grus’ post on tensorflow. This article shows how to model fizzbuzz using MXNet. This article shows how to use the basic building blocks of MXNet (autograd etc.) to build a network from scratch. It then goes to show how to use higher level APIs in MXNet to achieve the same.

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