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# Delete all Cloudflare images
# Useful if migrating to a different images provider
# Unfortunately Cloudflare still doesn't offer bulk delete

import requests

# Replace with your actual account and authorization details
account_identifier = "youraccountid"
api_token = "yourapitokenhere"

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'''
Reference repo: https://github.com/EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10/blob/master/generate_tfrecord.py
It's necessary to install the tensorflow object detection first
'''

import tensorflow as tf
import pandas as pd
import argparse
import logging
import io

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import dhash
from PIL import Image
import shutil
import os

path1 = "images/"
path2 = "out/"   

listing = os.listdir(path1)    
for file in listing:

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from PIL import Image, IptcImagePlugin
import os
from urllib.parse import urlparse

path1 = "./out/"

listing = os.listdir(path1)    
for file in listing:
    im = Image.open(path1 + file)   
    iptc = IptcImagePlugin.getiptcinfo(im)

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StyleGAN & StyleGAN2 on Google Cloud Compute

These instructions are for StyleGAN2 but may work for the original version of StyleGAN.

Essential Reading:

StyleGAN2

gwern.net: "Making Anime Faces With StyleGAN"

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Modifying Laravel's default JSON API Resources meta section

When implementing a JSON API, you may be required to modify Laravel's standard JSON API Resource meta section, in particular pagination.

Laravel's default JSON pagination looks like this:

"links":{
    "first": "http://example.com/pagination?page=1",
    "last": "http://example.com/pagination?page=1",
    "prev": null,

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<span>
     <select name="month">
        <option value="1">January</option>
        <option value="2">February</option>
        <option value="3">March</option>
        <option value="4">April</option>
        <option value="5">May</option>
        <option value="6">June</option>
        <option value="7">July</option>
        <option value="8">August</option>

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Tax Handling of Various Software

WooCommerce

https://docs.woocommerce.com/document/setting-up-taxes-in-woocommerce/ https://github.com/woocommerce/woocommerce/wiki/Database-Description#table-woocommerce_tax_rates

1. Is tax listed as inclusive or exclusive?

The tax calculation for tax-inclusive prices is:

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1.  Download or clone the https://github.com/derekphilipau/LogViewer

2.  Create a new laravel installation.  Generate application key.

3.  In composer.json, add a filesystem repository:

```
    "repositories": [
        {
            "type": "path",