Data

Screen-scraping

• Dapper Screen-scraper
• ScraperWiki Write screen-scraping services in Python, Ruby or PHP.
• Import.io
• Kinomo
• Ferret

Libraries also exist for programmatically scraping content from the web, the most sophisticated of which automate a "headless" version of Chrome.

Data sources

• Datasettes - A set of sources powered by the Datasettes toolkit
• Wikidata
• Mapzen - Maps, directions
• Data sources - A big index of online data sources

• Image data sources - Another index of data sources, this time for images

• Celebrity faces

• Images to nouns - Images associated with WordNet categories
• NY Public Library

Machine Learning / AI

Inspiration

• AI Experiments with Google
• Creative.ai

Read

• Machine learning - an introduction aimed at designers
• A Visual Introduction to Machine Learning
• Machine Learning 4 Artists

Tools

• Lobe.ai - Visual tool for generating models for later use code
• Wekinator - A machine learning tool for creative uses, created by Rebecca Fiebrink. See her video on it or take the free online course
• Yolo - Fast image object detection
• Convnet.js - Deep learning in Javascript
• Gesture Recognition Toolkit
• Divvy - macOS tool for exploring algorithms
• Teachable Machine with Google - Experiment with object recognition

Conversational agents

• Wit.ai

Services

• Algorithmia - AI and data processing algorithms as-a-service
• Clarifai - Image and video recognition
• Fuzzy.ai - Web service for making fuzzy decisions
• Tensorflow - Google's machine learning platform
• Watson - IBM's machine learning platform
• Google Vision, Translation, Natural Language

Low-level

• scikit-learn - Machine learning in a (relatively) simple form. Uses the Python language.
• NeuralTalk - Caption images automatically