cAInvas

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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Fetal health classification — on cAInvas

Classifying fetal health using CTG data in order to prevent child and maternal mortality. Photo by Vivi Garleone on Dribbble United Nation’s Sustainable Development Goals reflect that reduction of child mortality is an indicator of human progress. This concept also includes maternal mortality. Most of the accounted losses have occurred in regions of low-resource and could …

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3D Shape Detection System

Shape detection techniques are an important aspect of computer vision and are used to transform raw image data into the symbolic representations needed for object recognition and location. Photo by Aleksei Vasileika on Dribbble In this article, a notebook is presented which contains the development of a system that detects four types of 3D shapes — Cube, Cylinder, …

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