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Image Descriptors
Tutorials

Implementing RootSIFT in Python and OpenCV

April 13, 2015

Still using the original, plain ole’ implementation of SIFT by David Lowe? Well, according to Arandjelovic and Zisserman in their 2012 paper, Three things everyone should know to improve object retrieval, you’re selling yourself (and your accuracy) short by using…

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Examples of Image Search Engines
Image Search Engine Basics
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The complete guide to building an image search engine with Python and OpenCV

December 1, 2014

Let’s face it. Trying to search for images based on text and tags sucks. Whether you are tagging and categorizing your personal images, searching for stock photos for your company website, or simply trying to find the right image for…

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Image Descriptors
Image Search Engine Basics
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How-To: 3 Ways to Compare Histograms using OpenCV and Python

July 14, 2014

So you’ve extracted color histograms from a set of images… But how are you going to compare them for similarity? You’ll need a distance function to handle that. But which one? How you choose? And how do you compare histograms…

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You can learn Computer Vision, Deep Learning, and OpenCV.

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