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All Blog Posts Tagged 'Image' (5)

Machine Learning on Mobile: An On-device Inference App for Skin Cancer Detection

Mobile health (mHealth) is considered one of the most transformative drivers for health informatics delivery of ubiquitous medical applications. Machine learning has proven to be a powerful tool in classifying medical images for detecting various diseases. However, supervised machine learning requires a large amount of data to train the model, whose storage and processing pose considerable system requirements challenges for mobile applications. Therefore, many studies focus on…

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Added by AI on August 16, 2019 at 6:00am — No Comments

Application of Image Processing and Convolution Networks in Intelligent Character Recognition for Digitized Forms Processing

ABSTRACT

Image processing is a rapidly evolving field with immense significance in science and engineering. One of the latest

applications of Image processing is in Intelligent Character Recognition (ICR), that is the computer translation of

handwritten text into machine-readable and machine-editable…

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Added by Valiance Solutions on February 20, 2018 at 12:30am — 1 Comment

Image Processing and Neural Networks Intuition: Part 1

In this series, I will talk about training a simple neural network on image data. To give a brief overview, neural networks is a kind of supervised learning. By this I mean, the model needs to train on historical data to understand the relationship between input variables and target variables. Once trained, the model can be used to predict target variable on new input data. In the previous posts, we have written about linear, lasso and ridge regression. All those methods come under…

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Added by Jobil Louis on January 16, 2018 at 8:00pm — No Comments

Image Recognition Revolution and Applications

Data, in particular, unstructured data has been growing at a very fast pace since mid-2000’s. Eighty percent of all data generated is unstructured multimedia content which fails to get focus in organizations’ big data initiatives. A good portion of this multimedia content is images and videos. Readily available smart wireless devices along with the rising popularity…

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Added by Khosrow Hassibi on September 21, 2017 at 8:30am — No Comments

Why and How do you Measure People's Perception of Image of the Workplace?

An image is a concept. It is a mental picture that we have about things such as an object, a person, a group, an organization, or a nation. It is our notion or belief about something that is not physically present around us.

The image of any entity, be it a product or a person or a company, is its intangible asset. For example, the reliability (hence the high resale value) of a used car stems from its positive image as a dependable…

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Added by Nurur Rahman on April 15, 2016 at 8:30am — No Comments

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