Wednesday, February 13, 2019

Analysis of an Antibiogram




In this case study based on the article entitled Single bacterial super-clone behind world epidemic of drug-resistant E. coli of M. McCarthy [Link], there is an image of an Antibiotic Susceptibility Testing and the question is: "Is it possible to automatically detect the wafers and the inhibitory areas?"...

Wednesday, January 23, 2019

ML Toolkit




I developed a tiny Machine Learning (ML) toolkit written in JavaScript containing helper functions...

Thursday, October 18, 2018

k-Nearest Neighbor Classifier




First try with one of the simplest classifier: The k-Nearest Neighbor Classifier...

TDS API




Here is the API (Application Programming Interface) of the TDS (Tiny DataSet helper class) for the Machine Learning examples

Wednesday, October 17, 2018

Tiny Dataset Toolkit in JavaScript




I developed a tiny toolkit written in JavaScript containing helper functions to manipulate data...

Tuesday, October 16, 2018

Dataset and Features




To feed a learner of Machine Learning (ML), we need data. But, rather than using image pixels, it is much more powerful to use ImageJ measurements (or features in the ML jargon) ...

Monday, October 15, 2018

Dataset for ML




A new series about Machine Learning (ML) and Image Processing with ImageJ. First we need to create a dataset suitable for machine learning...