Machine Learning basics: Loss and Accuracy
February 10, 2020
You recently started some Machine Learning projects, got some results, but stumbled on how to...
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Scientific
18 Articles
Every Machine Learning experiment matters
June 3, 2019
Training Machine learning models depends a lot on your general organization.
Transfer Learning applied to image classification
January 16, 2019
With Transfer Learning is possible to take a pre-trained network, and use it as a starting point...
Data augmentation for Images
August 5, 2018
It’s usual that big, well-documented, and reliable datasets for training and testing some...
K-means and Image segmentation
April 28, 2018
When trying to segment desired regions of an image, sometimes we need more than one algorithm....
A little about OpenCV’s UMat class
February 18, 2018
Everyone that uses OpenCV is familiar with cv::Mat. Although some developers never heard about...
Entropy and images
November 11, 2017
Claude Shannon introduced us in 1948 to the Entropy of Information. Since then, a lot of...
Understanding the basics of Support Vector Machines (SVM)
October 3, 2017
Imagine a machine that can transform what enters it into a point in a higher-dimensional...
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