David Lourenço MestreinEmpathy.coThe Trials and Tribulations of Automating Colour ClassificationIntroductionMay 29, 2019May 29, 2019
David Lourenço MestreinEmpathy.coMachine Learning Model Evaluation and Hyper-Parameter Tuning: Looking Beyond AccuracyLast month, we discussed the impact of gradient descent on deep learning optimisation and reviewed the importance of optimising the cost…Mar 22, 2019Mar 22, 2019
David Lourenço MestreinEmpathy.coGradient Descent: An Algorithm for Deep Learning OptimisationOptimisation algorithms, used to minimise a cost function against training data, are the cornerstone of many mathematical methods, from…Feb 5, 2019Feb 5, 2019
David Lourenço MestreinEmpathy.coHow to Solve the Common Problems in Image RecognitionIntroductionSep 14, 2018Sep 14, 2018
David Lourenço MestreinEmpathy.coThe Challenging Dimensions of Image Recognition (2º part)Machine Learning and Artificial Intelligence have been gaining traction and popularity over the last few years, and beyond Google’s tech…May 28, 2018May 28, 2018
David Lourenço MestreinEmpathy.coThe Challenging Dimensions of Image Recognition (part 1)As consistent product data greases the wheels of eCommerce, the inconsistency that emerges from dealing with a large number of fashion…Mar 2, 2018Mar 2, 2018