Emmanuel CaradecHumble YOLO implementation in KerasThis article talks about details of implementations of the YOLO algorithm with Keras. I’m not talking about the exact YOLO implementation…Feb 11, 2019Feb 11, 2019
Emmanuel CaradecVariational autoencoder (VAE )An autoencoder reduce an input of many dimensions, to a vector space of less dimension, then it recompute the lossed dimension from that…Dec 9, 2018Dec 9, 2018
Emmanuel CaradecGenerating MNIST images from an autoencoder model in KerasAutoencoder are a type of model that are trained by recontructing an output identical to the input after reducing it to lower dimensions…Nov 12, 2018Nov 12, 2018
Emmanuel CaradecUnderstanding Keras tensorsI had a hard time understanding what Keras tensors really were. They are used in a lot of more advanced use of Keras but I couldn’t find a…Sep 17, 2018Sep 17, 2018
Emmanuel CaradecA simple natural language category classifier with KerasNN are a very flexible tool to allow the processing of natural languages, images. They are very versatile and allows to do things that…May 30, 20181May 30, 20181
Emmanuel CaradecSecuring API routes with OAuth2 and nginx auth_requestWhen an API is build in parts, it’s nice to be able to build services without embedding authorization access inside each of them. It allows…Apr 11, 2018Apr 11, 2018
Emmanuel CaradecExposing port 80 on OSX with VirtualBoxVirtualBox on OSX has that annoying limitation :Dec 7, 2017Dec 7, 2017
Emmanuel CaradecRedirecting NGINX output on docker-compose up when embedded in supervisorTwo things are actually required. First we need to redirect access.log to /dev/stdout and error.log to /dev/stderr. An easy way to do it in…Dec 7, 2017Dec 7, 2017
Emmanuel CaradecNew syntax of ES6Here are a few notes on https://github.com/getify/You-Dont-Know-JS/blob/master/es6%20%26%20beyond/ch2.md. You’ll get much more information…Nov 2, 2017Nov 2, 2017
Emmanuel CaradecA quick way to import data into docker mysql container with docker-composeI’m not sure that’s the best solution, but it is a one line solution that works. It’s a bit weird because docker-compose doesn’t properly…Oct 26, 2017Oct 26, 2017
