Computer vision
Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the human visual system can do.Computer vision tasks include methods for acquiring, processing, analyzing and understanding digital images, and extraction of high-dimensional data from the real world in order to produce numerical or symbolic information, e.g. in the forms of decisions. Understanding in this context means the transformation of visual images (the input of the retina) into descriptions of the world that make sense to thought processes and can elicit appropriate action. This image understanding can be seen as the disentangling of symbolic information from image data using models constructed with the aid of geometry, physics, statistics, and learning theory.
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Deep learning (also known as deep structured learning) is part of a broader family of machine learnin...
parent of Automatic food clasiffication
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Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and s...
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Resources
relates to Im2Calories: Towards an Automated Mobile Vision Food Diary
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We present a system which can recognize the contents of your meal from a single image, and then pred...
treated in Bringing Old Photos Back to Life
We propose to restore old photos that suffer from severe degradation through a deep learning approach...
treated in Enhancing your photos through artificial intelligence
Microsoft researchers introduce two new techniques that use AI to improve photos, both new and old. L...
treated in Bringing Old Photos Back to Life
Bringing Old Photos Back to Life