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Resume Screening using Deep Learning on Cainvas

Photo by Joe Le Huquet on Dribbble Resume Screening is necessary when companies receive thousands of applications for different roles and need to find suitable matches. For this project, the dataset originally consists of 2 columns — Category and Resume, where the Category denotes the field (eg: Data Science, HR, Testing etc.). By using the resume as an …

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Brain Tumor Detection

We all are aware of the severeness of Cancer. It is estimated that nearly 18,000 adults die due to Brain Tumor and the survival rate tells us that if detected late then the person dies within the span of 5 years. So, it is necessary that we devise a technique for early detection of the …

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Parkinson’s Disease Detection using Spiral Drawings and CNN

Photo by Lea Filipo According to Wikipedia — Parkinson’s disease (PD), or simply Parkinson’s, is a long-term degenerative disorder of the central nervous system that mainly affects the motor system. The symptoms usually emerge slowly, and as the disease worsens, non-motor symptoms become more common. The most obvious early symptoms are tremor, rigidity, slowness of …

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Speech Emotion Recognition

Photo by Gleb Kuznetsov on Dribbble Recognizing Human Emotions is a complex task and it not only requires the understanding of the words or the sentences but also facial expressions, body languages, tone of the speaker, etc. That is why to correctly understand what the speaker is trying to convey or to understand their emotions it …

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Driver Drowsiness Detection using CNN

Photo by Isaac on Dribbble Drowsy Driving is a deadly combination of driving and sleepiness. The number of road accidents due to Drowsy Driving is increasing at an alarming rate worldwide. Not having a proper sleep is the main reason behind drowsiness while driving. However, other reasons like sleep disorders, medication, alcohol consumption, or driving during …

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Alzheimer Detection Using CNN

Photo by Killian López on Dribbble Alzheimer’s disease is a degenerative condition in which dementia symptoms grow over time. Memory loss is minimal in the early stages of Alzheimer’s, but people with late-stage Alzheimer’s lose their capacity to converse and respond to their surroundings. There are 7 different stages of Alzheimer: Stage 1: Normal Outward Behavior. …

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Fruits Classification using Deep Learning

Photo by Dragonlady on Dribbble Task In this project, we will be classifying a fruit and displaying its name as output from the given photo of the fruit as input. Dataset- https://www.kaggle.com/sshikamaru/fruit-recognition The dataset consists of 33 selected different kinds of fruits. Each folder is named after a fruit and contains over 400 images of that …

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