Category Machine Learning

Swarm Intelligence: Intensities

Last time, I implemented an organism that selected the maximum intensity around it and moved on. By intensity, I mean a circular gradient; the organism's task is to reach the maximum point in the shortest way possible. There was only one center of intensity, and consequently, there was only one path of upward movement along the increasing gradient.

NLP Preprocessing using Spacy

I have worked on a number of NLP projects and after collecting the data the biggest challenge is the pre-processing. Since the text data available on the internet is often highly unstructured, contains unwanted symbols, repeated characters, contains different forms of the same root word, etc.

Learn how to deploy an ML model to the web

I’ve worked as a web developer for a while, and most times, I’m amazed at how web apps such as Facebook and Instagram are able to detect and recognize objects in images. I reckon a machine learning model like MobileNet makes this possible, but how do you deploy this model to the web?