Technology – Mapshalli

Faster and better transfer learning training with deep neural networks (AI) to detect eye diseases

This is an continuation of my previous article: Helping Eye Doctors to see better with machine learning (AI) In this previous article, I explain the transfer learning approach to train a deep neural network with 94% accuracy to diagnose three kinds of eye diseases along with normal eye conditions. In this article, I will explain …

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Methods to configure an IoT device for the first time

Introduction In this article, I will discuss the challenges in setting up an IoT device for the very first time and suitable methods to address these challenges. Many IoT devices are now being shipped to end consumers and these consumers are expected to setup the devices. For example, the product AirCare IoT is a Raspberry …

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Why should you care about AirCare? – The Genesis

Introduction This is my first blog article! I want to explain a new and exciting project called AirCare. The goal of AirCare is to provide air quality data using a network of low cost air quality sensors around Whitefield, Bangalore. These sensors are hosted by citizens themselves but share data openly to benefit all. Background …

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