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Retraining Inception-v3 neural network for a new task with Tensorflow | humblesoftwaredev
https://humblesoftwaredev.wordpress.com/2017/01/01/image-colorization-cnn-project
Thoughts related to software development. Retraining Inception-v3 neural network for a new task with Tensorflow. This post is a work log for taking a pre-trained Inception-v3 network and repurpose it to colorize a grey scale image. The idea is based on this paper. Prepare the dataset: Convert training images from JPEG to HSV values. The input is V and target is HS. Train a scene classification network using the Places365 data. Use a pre-trained Inception-v3 image classification model. Log][20170108] Real...
Educational Neural Network visualization in a browser | humblesoftwaredev
https://humblesoftwaredev.wordpress.com/2016/12/30/educational-neural-network-visualization-in-a-browser
Thoughts related to software development. Educational Neural Network visualization in a browser. This would make a neat tool for lectures. Http:/ playground.tensorflow.org/. December 30, 2016. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. Notify me of new comments via email.
Sharing session data between Rails and Nodejs | humblesoftwaredev
https://humblesoftwaredev.wordpress.com/2016/08/03/sharing-session-data-between-rails-and-nodejs
Thoughts related to software development. Sharing session data between Rails and Nodejs. In a previous post I wrote about securing my NodeJS service by enforcing authentication using a session token. Now there was another problem: the node service was vulnerable to identity spoofing because the client tells the service who he is, and the service will always trust him. This is bad. After a few hours of experimentation and looking around, I learned a few things:. Marshal is version sensitive. August 3, 2016.
dk1027 | humblesoftwaredev
https://humblesoftwaredev.wordpress.com/author/dk1027dk1027
Thoughts related to software development. Https:/ humblesoftwaredev.wordpress.com. Practical things I have learned from doing deep learning. In an earlier project I used parts of a pre-trained large scale classification network to train a CNN for automatic colorization. Here are a few lessons I have learned to make myself more efficient. Prefer many short development iterations over long cycles. Try small models. Try lots of models. Make yourself 10x more efficient by writing reusable code. Sometimes the...
Save and restore TensorFlow session | humblesoftwaredev
https://humblesoftwaredev.wordpress.com/2016/12/07/save-and-restore-tensorflow-session
Thoughts related to software development. Save and restore TensorFlow session. This blog post is written when TensorFlow was version r0.12. Stackoverflow and the TensorFlow documentations are pretty clear that Saver is what you want, but it is less clear how to use it in the code. It boils down to this:. If restoring, call saver.restore, passing in the session and path to the directory containing checkpoint files. When saving, call saver.save, passing in the session and the path to the save directory.
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Complex test scenario example to truly evaluate test frameworks? | autumnator
https://autumnator.wordpress.com/2015/06/06/complex-test-scenario-example-to-truly-evaluate-test-frameworks
Various musings on automation and more…. Complex test scenario example to truly evaluate test frameworks? What the f* k to test? Device screen sizes for testing mobile and tablet views of a site and user agent tools →. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. Follow Blog via Email. A Seleni...
What the f**k to test? | autumnator
https://autumnator.wordpress.com/2015/02/23/what-the-fk-to-test
Various musings on automation and more…. What the f* k to test? Was reading my emails and some blog posts today and came across these:. Or do we actually have something like that already? If so, let me know. If not, anyone interested in helping build such a site/service? It would be a site that randomly decides to give you the tester a tip on what to test for your site/application/system (in general terms that are not specific to your site/application/system). Leave a Reply Cancel reply. Working with inn...
Integrating AutoIt, Sikuli, and other tools with Selenium when running tests in Selenium Grid | autumnator
https://autumnator.wordpress.com/2015/01/22/integrating-autoit-sikuli-and-other-tools-with-selenium-when-running-tests-in-selenium-grid
Various musings on automation and more…. Integrating AutoIt, Sikuli, and other tools with Selenium when running tests in Selenium Grid. A true integration for tools like AutoIt, Sikuli, etc. with Selenium would be when they are able to run under Selenium Grid configuration just like Selenium. That would probably first require that they can run over WebDriver API, JSONWireProtocol as with AutoItDriverServer. Https:/ gist.github.com/daluu/3b4746f6b672c49f7e8f. Of all the various ways in the sample gist, I ...
iOS mobile testing tips | autumnator
https://autumnator.wordpress.com/2015/06/06/ios-mobile-testing-tips
Various musings on automation and more…. IOS mobile testing tips. These tips may be found elsewhere on the web already, I’m just archiving this info I put together a while back into a single repository in the form of a blog post. Tips for both iOS devices and iOS simulator. Set up a javascript bookmarklet to Firebug Lite. So that you can invoke the lite version of Firebug in mobile Safari on actual device or simulator. See Martin Kool’s article. Reset Content and Settings…. View Source of a page. Will ad...
Tips on mobile and tablet device testing, shared usage, and remote testing outside corporate network | autumnator
https://autumnator.wordpress.com/2015/06/06/tips-on-mobile-and-tablet-device-testing-shared-usage-and-remote-testing-outside-corporate-network
Various musings on automation and more…. Tips on mobile and tablet device testing, shared usage, and remote testing outside corporate network. Here’s some useful tips for development and QA testing of websites or apps on mobile/tablet devices, if you didn’t already know. Tip on wireless network login (accounts) when sharing between people. This tip is for those who use a corporate wireless network that has user accounts per person without a common shared account (or guest access to internal resources).
Debugging mobile and tablet websites on iOS on Windows or locally on device | autumnator
https://autumnator.wordpress.com/2014/06/13/debugging-mobile-and-tablet-websites-on-ios-on-windows-or-locally-on-device
Various musings on automation and more…. Debugging mobile and tablet websites on iOS on Windows or locally on device. I was doing some research and came across these useful tools one can use to debug and analyze mobile/tablet versions of websites/web applications in the case one doesn’t have a Mac handy to do the remote Safari debugging. Remote Safari debugging on Windows. You can try option of using Telerik AppBuilder. App just to use for debugging mobile Safari on your device. I gave them a try and the...
Device screen sizes for testing mobile and tablet views of a site and user agent tools | autumnator
https://autumnator.wordpress.com/2015/06/06/device-screen-sizes-for-testing-mobile-and-tablet-views-of-a-site-and-user-agent-tools
Various musings on automation and more…. Device screen sizes for testing mobile and tablet views of a site and user agent tools. These tips may be found elsewhere on the web already, I’m just archiving this info I put together a while back into a single repository in the form of a blog post. Table quick reference for device screen sizes. Screen Size (width x height, in portrait view, landscape = swapped values). Old iPhones up to iPhone 4S. IPad (any model so far). Window Resizer – Chrome Web Store.
Chrome version upgrade can break Chrome extensions? | autumnator
https://autumnator.wordpress.com/2015/01/28/chrome-version-upgrade-can-break-chrome-extensions
Various musings on automation and more…. Chrome version upgrade can break Chrome extensions? This is a short blog post today:. Who would have thought this, but some recent Chrome version upgrade can break the UI of your Chrome extension (by changing extension popup window size and font sizes). I only found out after reading a user review. For reference to the particular issue: https:/ code.google.com/p/autosmsclients/issues/detail? What the f* k to test? Leave a Reply Cancel reply. Enter your comment here.
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Ignorant monkey child | aspiring internet troll and conspiracy theorist
Aspiring internet troll and conspiracy theorist. November 19, 2016. Don’t buy Best Buy warranty. Best Buy is shit. It’s Canada’s typical retailer for all things electronics. A grandeur version of the Source. Here’s the thing, though. Everybody who works at your local Best Buy is a nobody. They’re like the standard customer service worker at any other store—Walmart, Shoppers Drug Mart—except the quality of customer service at Best Buy is even worse. November 15, 2016. Since BDS targets oppressive policy a...
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Don't forget to turn in your Gift Baskets on Friday, April 13th. Fun Day will be Saturday, April 14th. Festivities begin at 9:00am. Registration is now closed. Season starts March 20th. Good luck to everyone! Forever in our hearts. A Look back in time. A Look back in time. Don't forget to turn in your Gift Baskets on Friday, April 13th. Fun Day will be Saturday, April 14th. Festivities begin at 9:00am. Registration is now closed. Season starts March 20th. Good luck to everyone! Forever in our hearts.
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Humble software development provides software design and development services and maintains several open source projects. Services include JavaScript/HTML5 application development, Canvas/SVG dynamic data visualization, and search/information retrieval. Contact. Us or look around to learn more. Dynamic Interactive HTML5 Visualizations. Envision.js is a library for building fast, dynamic, interactive HTML5 visualizations. A modern graphing library for Canvas written in JavaScript. FF, Chrome, IE6.
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humblesoftwaredev | Thoughts related to software development
Thoughts related to software development. Image colorization CNN using TensorFlow and Inception-v3. Log] [20161231] A convolution neural network that takes grey scale images as input, and predict the colors base on this paper. Prepare the dataset: Convert training images from JPEG to HSV values. The input is V and target is HS. Train a scene classification network using the Places365 data. Use a pre-trained classification model. Compute MSE between the predicted HS values and the actual HS values. Is alr...
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