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Malaria Parasite Detection using a Convolutional Neural Network on the Cainvas Platform

Blog / December 15, 2022

Photo by Kurzgesagt — In a Nutshell on YouTube Introduction Malaria is a life-threatening disease caused by parasites that are transmitted to people through the bites of infected female Anopheles mosquitoes. The World Health Organization states the following daunting facts about the disease on its website: In 2019, there were an estimated 229 million cases of malaria worldwide. …

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Is this honey bee carrying pollen?

Blog / December 15, 2022

Use deep learning to differentiate between honey bees that are and aren’t carrying pollen. Photo by Thinkmojo on Dribbble Bee pollen is a ball or pellet of field-gathered flower pollen packed by worker honeybees, consisting of simple sugars, protein, minerals and vitamins, fatty acids, and other components in small quantities. This is the primary food source for …

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Classification on Organic Compounds

Blog / December 15, 2022

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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Detecting Ships from Aerial Imagery using Deep Learning

Blog / December 15, 2022

Using a ConvNet to detect the presence of ships in aerial images taken of the San Francisco Bay Photo by MUTI on Dribbble Satellite imagery provides unique insights into various markets, including agriculture, defense and intelligence, energy, and finance. New commercial imagery providers, such as Planet, are using constellations of small satellites to capture images of …

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Surface crack detection — on cAInvas

Blog / December 15, 2022

Detect cracks in concrete surfaces. Photo by Tevis Godfrey on Dribbble Concrete surface cracks are major defects in civil structures. Identifying them is an important part of the building inspection process where the rigidity and tensile strength of the building are evaluated. Automating this process involves using a mobile bot with a camera input that scans …

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Disaster Tweet Prediction on Cainvas

Blog / December 15, 2022

Artificial Intelligence has taken the world by storm. It has passed major checkpoints in the history of mankind. Mastering the classical game of Go and Chess, Beating the Top Poker Players, assisting Scientist in Large Hadron Collider to many more fields. Of course, each task lies in their respective field. NLP is field of AI …

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Spider Breed Classification with Cainvas

Blog / December 15, 2022

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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