Wednesday, April 25, 2018

Docker with Jenkins Plugins

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At times you might want to add have a version of Jenkins that automatically has a predefined set of plugins installed . You might want to...
Saturday, March 17, 2018

Object Detection DL training with Tensorflow on GPU AWS

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Turns out that when if you want to train a model with say 5 types of different category of images you would need to make use of an Ec2 inst...
Monday, March 12, 2018

Mauritius Heat Map for Real Estate Prices per m2 using Python

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Yesterday I thought I would give a try to see whether it is possible to create a heatmap of real estate prices per m2 in Mauritius , this c...
Sunday, March 04, 2018

Training Custom Object

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The following activities have been done: 1. Setup of environment , in my case using Docker 2. Labeling and creation of tfRecord Now we...

Object Detection Labelling image and generating tfRecord

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I made use of the tutorial from jackyle   to label my images . Note that pythonprogramming has also the exact same tutoria l :) ! Mind yo...
Monday, February 26, 2018

Object Detection Tensorflow

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To get started with object detection have a look at the following jupyter notebook: https://github.com/tensorflow/models/blob/master/res...
Tuesday, February 20, 2018

Installing an SSL certificate for NGinx on Ubuntu

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Never thought that it would be that easy with a tool called Letsencrypt but basically if you want to add SSL certificate on your Nginx ser...
Friday, February 16, 2018

TensorFlow running in Docker deployed on Ubuntu

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This entry will provide a view of the different steps required to setup TensorFlow on a Ubuntu environment by running it within a docker co...