keras

Keras: multi-label classification with ImageDataGenerator

31 Jan 2019 by Rodrigo Agundez / tech

Multi-label classification is a useful functionality of deep neural networks. I recently added this functionality into Keras' ImageDataGenerator in order to train on data that does not fit into memory. This blog post shows the functionality and runs over a complete example using the VOC2012 dataset.

Collaborator / committer @ Keras

15 Jan 2019 by Rodrigo Agundez / work

Part of the core development team of the keras preprocessing component of the Keras framework.

Data Lead @ Schiphol Royal Group

01 Oct 2018 by Rodrigo Agundez / work

As a consultant from GoDataDriven working as the data lead for Schiphol Royal Group.

Code breakfast transfer learning

28 Jun 2018 by Rodrigo Agundez / workshop

Gave a free 3 hour workshop about transfer learning.

Spark + AI Summit

06 Jun 2018 by Rodrigo Agundez / talk

Presented Operation Tulip: Using Deep Learning Models to Automate Auction Processes.

Unsupervised and Reinforcement Learning

02 Jun 2018 by Rodrigo Agundez / study

Took a 2 day course of Unsupervised and Reinforcement Learning in San Francisco.

PyData Amsterdam

26 May 2018 by Rodrigo Agundez / workshop

Gave a deep learning introductory workshop to Keras.

Lead Data Scientist for Nspire project @ KPN

01 Mar 2018 by Rodrigo Agundez / work

As a consultant from GoDataDriven working as a lead data scientist for the Nspire project in KPN.

Code breakfast deep learning edition

17 Jan 2018 by Rodrigo Agundez / workshop

Gave a free 3 hour workshop about deep learning.

Advanced Deep Learning

02 Dec 2017 by Rodrigo Agundez / study

Took a 2 day course of advanced deep learning with Python & Tensorflow in San Francisco.

Data Scientist @ GoDataDriven

04 Jul 2016 by Rodrigo Agundez / work

Started working as a data scientist for GoDataDriven.

Data Science Summit Europe

06 Jun 2016 by Rodrigo Agundez / workshop

Gave a face recognition workshop with opencv and tensorflow.