Anthony Lukach alukach

Organization

The basic idea of this organization is to link up software developers with organizations (from here on out referred to as "partners") that need custom software development.

Motivations

For Developers

Developers may be interested for the following reasons:

Generating building geometries from satellite imagery

Goals

Currently, the OpenStreetMap dataset for the Calgary, Alberta, Canada region is lacking most of the city's building footprints. The City of Calgary possesses a dataset of the building footprints, however it opts to sell this data rather than distribute it for free via its open data catalogue. The City of Edmonton does distribute its respective building footprint dataset freely and thus the footprints are available via OpenStreetMap. Utilizing high resolution satellite imagery of the City of Edmonton and the building footprint dataset from OpenStreetMap, it should be feasible to train a neural network classifier to generate building footprint polygons from provided satellite imagery of the Calgary region.

Methodology

A similar challenge Kaggle competition exists: Dstl's Satellite Imagery competition

Docker Cheatsheet

Glossary

Container: Single unit of computing.
Task

	from typing import IO
	from dataclasses import dataclass, field
	from io import BytesIO

	import boto3
	from PIL import Image

	s3 = boto3.resource("s3")

	{
	"bundles": {
	"analytic": {
	"name": "Analytic Radiance",
	"description": "Orthorectified product, calibrated to at-sensor radiance",
	"assets": {
	"Landsat8L1G": [
	"analytic_b1",
	"analytic_b2",
	"analytic_b3",

	/*
	In this file, we subclass the built-in Error object to create custom errors.
	https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Error
	*/
	// tslint:disable:max-classes-per-file

	abstract class CustomError extends Error {
	constructor(...params: any[]) {
	// Pass remaining arguments (including vendor specific ones) to parent constructor
	super(...params);

	#!/usr/bin/env python
	# -- coding: utf-8 --
	import argparse
	import json
	import os
	from BaseHTTPServer import HTTPServer
	from SimpleHTTPServer import SimpleHTTPRequestHandler


	if __name__ == '__main__':

	#!/usr/bin/python -u

	import json
	import sys
	from pygments import highlight
	from pygments.lexers import JsonLexer
	from pygments.formatters import Terminal256Formatter

	for line in sys.stdin:
	if line.strip():

	<!DOCTYPE html>
	<html class="client-nojs" lang="en" dir="ltr">
	<head>
	<meta charset="UTF-8"/>
	<title>S'gaw Karen Script - Wikipedia</title>
	</head>
	<body>
	<h3><span class="mw-headline" id="Blocks">Blocks</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=S%27gaw_Karen_Script&action=edit&section=2" title="Edit section: Blocks">edit</a><span class="mw-editsection-bracket">]</span></span></h3>
	<div role="note" class="hatnote navigation-not-searchable">See also: <a href="/wiki/Myanmar_(Unicode_block)" title="Myanmar (Unicode block)">Myanmar (Unicode block)</a>, <a href="/wiki/Myanmar_Extended-A" title="Myanmar Extended-A">Myanmar Extended-A (Unicode block)</a>, and <a href="/wiki/Myanmar_Extended-B" title="Myanmar Extended-B">Myanmar Extended-B (Unicode block)</a></div>
	<p>The Unicode blocks for Burmese, called Myanmar, are U+1000–U+109F, U+AA60–U+AA7B, and U+A9E0-U+A9FF.</p>

	from multiprocessing import cpu_count
	import threading
	import queue
	import logging


	logger = logging.getLogger(__name__)


	class ThreadQueue(object):