Git Branch Naming Conventions
bug - Code changes linked to a known issue.
feature - New feature.
const input = { | |
id: "286ba27a-dffb-11ea-87d0-0242ac130003", | |
rank: 4.75, | |
date: 120, | |
}; | |
const input2 = { | |
id: "286ba27a-dffb-11ea-87d0-0242ac130003", | |
rank: 2.5, | |
date: 121, |
Combining TensorFlow for Poets and TensorFlow.js.
Retrain a MobileNet V1 or V2 model on your own dataset using the CPU only.
I'm using a MacBook Pro without Nvidia GPU.
MobileNets can be used for image classification. This guide shows the steps I took to retrain a MobileNet on a custom dataset, and how to convert and use the retrained model in the browser using TensorFlow.js. The total time to set up, retrain the model and use it in the browser can take less than 30 minutes (depending on the size of your dataset).
Example app - HTML/JS and a retrained MobileNet V1/V2 model.
const countries = [ | |
{ | |
code: 'FI', | |
name: 'Finland', | |
region: 'Europe', | |
regionLocaleKey: 'ITC.region.EUR', | |
currencyCodeISO3A: 'EUR', | |
}, | |
{ | |
code: 'MR', |
code --install-extension \ | |
aaron-bond.better-comments \ | |
christian-kohler.npm-intellisense \ | |
christian-kohler.path-intellisense \ | |
codezombiech.gitignore \ | |
CoenraadS.bracket-pair-colorizer \ | |
cssho.vscode-svgviewer \ | |
dbaeumer.vscode-eslint \ | |
donjayamanne.githistory \ | |
dsznajder.es7-react-js-snippets \ |
$ mkdir Environments $ cd Environments
$ python3.6 -m venv my_env
$ source my_env/bin/activate
<table cellPadding="0" cellSpacing="0" style="-webkit-font-smoothing: antialiased;-moz-osx-font-smoothing: grayscale;margin-bottom:7px"> | |
<tbody> | |
<tr> | |
<td style="vertical-align:top"> | |
<img alt="" src="https://pbs.twimg.com/profile_images/976043631663513600/523CL60c.jpg" width="85" height="85" style="max-width:90px;max-height:90px;margin-right:10px;border-radius: 10px;"/> | |
</td> | |
<td> | |
<div style="font-size:0.9em;white-space:nowrap;border-left:2px solid #7bed9f;padding-left:10px"> | |
<div style="color:#2c3e50">Yusuf E. Göksu</div> | |
<div style="color:#2c3e50; margin-bottom: 7px">Software Developer @<a href="https://neutrinosoft.com" style="text-decoration: none; color:#353b48"><b>Neutrino</b></a><a href="https://neutrinosoft.com" style="text-decoration:none; color:#273c75"><b>soft</b></a> |
/var/www/html
: The actual web content, which by default only consists of the default Nginx page you saw earlier, is served out of the /var/www/html directory. This can be changed by altering Nginx configuration files.
/etc/nginx
: The Nginx configuration directory. All of the Nginx configuration files reside here.