ComputerVision

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Computer Vision Pipeline Architecture: A Tutorial

Build a simple, reusable foundation for your video processing apps and alleviate the common challenges of video manipulation.

10 minute readContinue Reading
Nathan Babcock

Nathan Babcock

Machine Learning Video Analysis: Identifying Fish

Machine learning, combined with some standard image processing techniques, can result in powerful video analysis tools.

In this article, Toptal Freelance Software Engineer Michael Karchevsky walks through a solution for a machine learning competition that identifies the species and lengths of any fish present in a given video segment.

5 minute readContinue Reading
Michael Karchevsky

Michael Karchevsky

OpenCV Tutorial: Real-time Object Detection Using MSER in iOS

Detecting objects of interest in images has always been an interesting challenge in the realm of computer vision, and many approaches have been developed over recent years. As mobile platforms are becoming increasingly powerful, now is the perfect opportunity to develop interesting mobile applications that take advantages of these algorithms. This article walks us through the process of building a simple iOS application for detecting objects in images.

8 minute readContinue Reading
Altaibayar Tseveenbayar

Altaibayar Tseveenbayar

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