The Lambda
Deep Learning Blog

Published on February 16, 2019 by Stephen Balaban

Update June 5th 2020: OpenAI has announced a successor to GPT-2 in a newly published paper. Checkout our GPT-3 model overview.

Published on February 10, 2019 by Stephen Balaban

You were probably thinking that this was going to be a long post. You're in luck. All you need to do is to install Ubuntu 18.04 and then Lambda Stack. Here's ...

Published on February 10, 2019 by Stephen Balaban

Or, how Lambda Stack + Lambda Stack Dockerfiles = GPU accelerated deep learning containers

Published on January 6, 2019 by Chuan Li

Object Detection using Single Shot MultiBox Detector The problem The task of object detection is to identify "what" objects are inside of an image and "where" ...

Published on November 6, 2018 by Stephen Balaban

Many deep learning teams have software that depends on Ubuntu 16.04 (and not 18.04). However, the installation process for 16.04 has some quirks with the ...

Published on October 7, 2018 by Chuan Li

SegNet. Image source: https://mi.eng.cam.ac.uk/projects/segnet/ The problem Image segmentation is the problem of assigning each pixel in an image a class ...

Published on September 26, 2018 by Chuan Li

Hyper-parameter search: Grid v.s. Random. Image source: [Bergstra and Bengio 2012] In order to improve the performance of a neural network, it is often ...

Published on September 21, 2018 by Chuan Li

Images from Stanford Dogs Dataset: http://vision.stanford.edu/aditya86/ImageNetDogs/ Our last tutorial described how to do basic image classification with ...

Published on September 13, 2018 by Chuan Li

T-SNE embedding of CIFAR10. Image source: http://cs231n.github.io/classification/ Welcome to our Beginner's Demo! We will walk you through the steps of ...