Classification

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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Toxic Comment Classification using Deep Learning

Photo by Daniel Montero on Dribbble The importance of maintaining civility on an online forum cannot be overstated. Cyberbullying is defined as “willful and repeated harm inflicted through the medium of electronic text.” It involves sending degrading, threatening, and/or sexually explicit messages and images to targets via websites, blogs, instant messaging, chat rooms, e-mail, cell phones, …

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FISH BREED CLASSIFICATION

Photo by July PJuxa (Puchkova) on Dribbble Fishes also known as Ichthyology, accounts for the majority of Sea Life on our planet. They range from small centimetre to many meters. It can be even said that is one of the most diversified species on the planet that we mere humans have not explored. Distinguishing them is …

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Classification on Organic Compounds

Photo by MaryArty on Dribbble Built a simple Artificial Neural Network using TensorFlow and Keras which classifies the organic compounds as either Musk or Non-Musk compounds Aim To develop a Deep Learning model that classifies the organic compounds as either Musk or Non-Musk compounds using python programming language and Deep learning libraries Prerequisites Before getting started, …

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Spider Breed Classification with Cainvas

Photo by MinooIravani on Dribbble Spiders also known as Araneae Scientifically have more than 43000 breed. That is really a lot compared to dogs 250, cats 70. Although one doesn’t have a daily encounter with them they are a really interesting species. Spiders can apparently fish, spider’s web weight to strength ratio even surpasses steel and …

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Blood Cell classification using Deep Learning on Cainvas Platform

 Photo by Dana Pavlichko for Happy Cog on Dribbble     Introduction Blood is a constantly circulating body fluid which delivers nutrients and oxygens to the cells and aids in the transport of metabolic by-products away from the cells. It is one of the most vital components of the human body and multiple functionalities of the …

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Intent Classification using LSTM

Building a Deep Learning Model for Intent Classification    Photo by Jakub Jezovic 🦔 on Dribbble What is intent? Intent is the aim behind a specific action or set of actions. Aim To develop a Deep Learning Model for Intent Classification using Python programming Language and Keras on Cainvas Platform. Prerequisites Before getting started, you should have …

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Facial Emotion Classification

Photo by Lewis Osborne on Dribbble Human beings do have a lot of emotions and we as humans are able to distinguish between all of them. What if I tell you that we can expect some sort of same results from an ‘emotion-less machine. KERAS In this article, we will be talking about the use of …

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