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Published in Towards Data Science

·Nov 11, 2020

Magic of the Sobel Operator

Low-level feature detection using edges — Finally, the moment you have all been waiting for, the next in our unsupervised Bayesian inference series: Our (not so) deep dive into the Sobel Operator. A truly magical edge detection algorithm, it enables low-level feature extraction and dimensionality reduction, essentially reducing noise in the image. …

Sobel

4 min read

Magic of the Sobel Operator
Magic of the Sobel Operator

Published in Towards Data Science

·Nov 2, 2020

The Power of (Local Binary) Patterns

Unsupervised Bayesian Inference (reducing dimensions and unearthing features) —

Local Binary Patterns

9 min read

The Power of (Local Binary) Patterns
The Power of (Local Binary) Patterns
Aaron Dougherty

Aaron Dougherty

Machine Learning Engineer — Cyted Ltd. Building the next generation of AI-based Computational Histopathology diagnostics. Machine Vision, NLP, Bayesian Models.

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