Showing results for OpenCV - ISE Developer Blog

May 17, 2018
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Using Otsu’s method to generate data for training of deep learning image segmentation models

Clemens Wolff Clemens Wolff

In this article, we introduce a technique to rapidly pre-label training data for image segmentation models such that annotators no longer have to painstakingly hand-annotate every pixel of interest in an image. The approach is implemented in Python and OpenCV and extensible to any image segmentation task that aims to identify a subset of visually distinct pixels in an image.

Machine Learning
Jul 21, 2015
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Communicating with Man’s Best Friend, Part I – Dog Tracking

Anthony Turner Anthony Turner

With the arrival of commodity depth-capable cameras, specifically, the Microsoft Kinect, as well as high-performance machine learning algorithms, entirely new capabilities are made possible. Working with academic experts and others, we are attempting to track the movements, body language, and vocalizations of dogs.

Machine Learning

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