Microcontroller Machine Learning

Energy Consumption Prediction

Energy Consumption Models are needed for Energy Conservation and they serve as the basic building blocks of Smart Buildings and Smart grid Systems. With the help of Deep Learning, we can predict the energy consumption and deliver only that much energy which is needed and hence contribute towards energy conservation. Photo by Alex Pirenis, Konstantinos …

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Online Shopper’s Intention Prediction — on cAInvas

Predict a customer’s behaviour in online shopping websites for KPI and marketing analysis. Photo by Karol Cichoń on Dribbble How do we know if a customer is going to shop or walk away? Understanding the customers is crucial to any seller/store/online platform. This understanding can be important in convincing a customer who is just browsing to …

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Covid-19 Detection

We all are aware of the pandemic situation created by the outbreak of novel corona virus and the large of number of deaths it has caused worldwide. We are also aware that the cough sound of the covid positive patients is different from that of the normal patients or patients affected by any other disease. …

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DeepFake Face Detection

Photo by Javier Jaén, Svetikd on The New Yorker Deepfake has been derived from “Deep Learning” which is a part of Machine Learning and involves the use of Artificial Neural Networks and the other word is “fake”. Deepfakes are synthetic media in which a person in an existing image or video is replaced with someone else’s …

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Object Detection using Yolo v3

Object Detection can be defined as the task of object classification and localization. Object Detection plays an important role in many Deep Learning projects and AIoT Applications such as we need object detection for Autonomous Vehicles, we need it for security camera surveillance, and even for applications used by us for generating PDFs nowadays uses …

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COVID-19: Face Mask Detector

Currently, the whole world is affected by COVID-19 pandemic. Wearing a face mask will help prevent the spread of infection and prevent the individual from contracting any airborne infectious germs. When someone coughs, talks sneezes they could release germs into the air that may infect others nearby. Face masks are part of an infection control …

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Gesture recognition using TinyML devices —  home automation applications

Recognize common gestures using the accelerometer and gyroscope sensors and use the same in implementing a home automation system. Photo by Marco Coppeto on Dribbble and Matt Harvey on Vimeo TinyML – A gesture is the movement of the hand to express an idea or meaning. There are various ways of reading a gesture. The aim …

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