Edward BrownMachine Learning Experiments- A non-exhaustive summary of good practicesThis article is a never finished list of good practices for running machine learning experiments. The experiments often lack…3 min read·Dec 15, 2022----
Edward BrownThe end of human creativityHuman creativity, once considered a unique and valuable trait, is now on the brink of extinction. The rise of advanced artificial…1 min read·Dec 8, 2022----
Edward BrownWhat’s In My BackYard?(ism)Training machine learning models on re-sampled geospatial data can be a misleading endeavor. Beware WIMBYism.1 min read·Mar 13, 2020----
Edward BrownTesting Machine Learning Micro-Services.This post describes ways of testing functions of your Machine Learning Micro-Services. It covers testing the output of your models, …3 min read·Dec 14, 2018----
Edward BrownConsensus Labelling for Sequence Data/Bounding Boxes/Semantic Segmentation .Poorly labelled data puts an avoidable limit on the performance of machine learning algorithms. A method of improving the correctness of…3 min read·Oct 1, 2018----
Edward BrownCreate your own Machine Learning Micro-Service.This post describes a simple way of turning your Tensorflow Machine Learning model into a micro-service using a light-weight server…3 min read·Jan 17, 2018--1--1
