embeddedML

Gemstone Classification using Deep Learning

Photo by Ivan Mesaros on Dribbble Task A gemstone (gem, fine gem, jewel, precious stone, or semi-precious stone) is a piece of mineral crystal which, in cut and polished form, is used to make jewellery or other adornments. In this project, we will classify the gemstone based on the given image. Dataset — https://www.kaggle.com/lsind18/gemstones-images The dataset consists of …

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Dog Breed Classification using Deep Learning

Photo by Emma Gilberg on Dribbble Task In this project, we will be classifying the breed of the dog from the given photo of a dog as input. Dataset- https://cainvas-static.s3.amazonaws.com/media/user_data/AmrutaKoshe/dog_photos.zip The dataset consists of 5 selected different breeds of dogs. Each folder is named after a breed and contains around 120 images of that breed. Based …

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Skin Cancer Detection Using CNN

Photo by SELECTO on Dribbble Cancer, which is a common disease nowadays is mainly caused due to rapid growth of cancer cells inside our body. There are various types of cancers which are present such as Breast Cancer, Lung Cancer, Pancreatic Cancer etc. Skin Cancer(Melanoma), which is mostly curable, can become deadly if not detected at …

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Inventory Classification for Retail Management using Deep Learning

Computer Vision for Convenient Inventory Management Photo by Rachit Tank on Dribbble Retail especially daily needs and grocery stores have been traditional industries since quite a while now. With growing competition in terms of different competitors and increasing technological demands companies need to stay on their toes and up-to-date with innovations or risk staying behind. This …

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Heart Disease Prediction using Neural Networks

Photo by Diana Pasternak on Dribbble Heart disease refers to any condition affecting the heart. There are many types, some of which are preventable. Share on Pinterest mikroman6/Getty Images. Unlike a cardiovascular disease, which includes problems with the entire circulatory system, heart disease affects only the heart. This project will focus on predicting heart disease using …

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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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