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 …
Detecting whether a human is experiencing a positive, negative, or neutral emotion based on EEG brainwave data analysis Photo by Lobster on Dribbble Brain cells communicate with one another through electrical signals. EEG, which stands for electroencephalography, is a method to record the electrical activity of the brain using electrophysiological monitoring. This is done through non-invasive (in …
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Photo by Cabify Design on Dribbble According to Wikipedia: Contextual image classification, a topic of pattern recognition in computer vision, is an approach of classification based on contextual information in images. “Contextual” means this approach is focusing on the relationship of the nearby pixels, which is also called neighborhood. The goal of this approach is to …
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, …
A methods on Windmills for checking predicting fault in the generator using defined sensors and hence preventing the generator from reaching a complete halt. Photo by Mateusz Turbiński on Dribbble This notebook is an implementation of “Pedro Pedrosa Rebouças Filho, Navar M.M. Nascimento, Igor R. Sousa, Cláudio M.S. Medeiros, Victor Hugo C. de Albuquerque, A reliable …
Photo by Wawan Saputra on Dribbble In a regression problem, we aim to predict the output of a continuous value, like a price or a probability. Contrast this with a classification problem, where we aim to select a class from a list of classes (for example, where a picture contains an apple or an orange, recognizing …
Identify sounds that indicate possible danger in the surrounding. Photo by Ekrem EDALI on Dribbble What would your response be if you heard a gunshot or glass break while inside your home? The natural inclination would be to call for help. In most cases, dial the police helpline, a neighbour, a relative, or a friend. A …
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Predict next day rain in Australia using weather data. Photo by GRAMM on Dribbble A weather forecast is a prediction of how the weather will be in the coming days. Air pressure, temperature, humidity, wind, and other measurements are used by meteorologists along with other methods to predict the weather. Predicting weather requires keen observation skills and …