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AI-GISer's Weekly Issue 98, 2022-08-15

GeoSpatial

  1. Explore Wwii History In 3 D With Project 44

Project '44 helps historians, students, and families learn more about the wartime experiences of Allied troops in Europe using an interactive time-series map - now with 3D terrain for an even more immersive experience.

  1. what3words API

The what3words API is a fast and straightforward interface that converts 3-word addresses to coordinates and vice versa. In addition, it features a powerful AutoSuggest function, which can validate user input and limit it to certain geographic areas.

AI

  1. AI Sees Race in X-Rays

Researchers from Emory University, MIT, Purdue University, and other institutions found that deep learning systems trained to interpret x-rays and CT scans also were able to identify their subjects as Asian, Black, or White.

Why it matters: The fact that diagnostic models recognize race in medical scans is startling. The mystery of how they do it only fuels worries that AI could magnify existing racial disparities in health care.

Neural networks can learn in ways that aren't intuitive to humans. Finding out how medical imaging algorithms learn to identify race could help develop less biased systems — and unlock other mysteries of machine learning.

  1. Fastai book

FastAI is a deep learning library, and this is its tutorial book, introducing the basics of deep learning and how to use the library to complete AI projects.

Research

  1. How to Read a paper efficiently
  • Feel free to stop reading the article at any point
  • Read the title and keywords
  • Read the abstract
  • Read the conclusions
  • Look at the tables and figures(including captions)
  • Read the introduction

Tool

  1. xml2js
var parseString = require("xml2js").parseString;
var xml = "<root>Hello xml2js!</root>";
parseString(xml, function (err, result) {
  console.dir(result);
});

A simple XML to JavaScript object converter.

  1. Spaces VR

It's a sleek, powerful front-end framework for quickly creating cross-platform VR Websites.

Muse, a no-code 3D website builder, is built based on the Spaces VR.

Videos

  1. How to Read a Paper Efficiently (By Prof. Pete Carr)

Resources

  1. SQL Join Types Explained Visually

Use graphics to explain the types of SQL Join, simple and easy to understand.

Comments

  1. The main difference is the number of changes during the execution of the project. For example, if you're building an airplane, nobody will tell you that they want it to go to space in the middle of the project. But in the software industry, this is possible. This goes hand-in-hand with the logic of business that anything is possible in IT. If you built something that flies, then it should fly anywhere we want it to. --Founders Guide: Complex Projects 101

Review