Projects

Projects

Interactive tools in four groups. Each one is being built in the open; cards marked "Coming soon" open the page where the tool will live.

Earth and Space

Live views of the planet, the sky and the cities on it.

  • Earth and Space Live

    Live Earth

    Earthquakes around the world as they happen, with each quake's real seismic waves travelling around and through the planet.

    • WebGL
    • three.js
    • Seismology
  • Earth and Space Coming soon

    Sky

    Where the planets, the Moon and the space station are right now, seen from where you stand.

    • Astronomy
    • Orbital mechanics
    • Canvas
  • Earth and Space Coming soon

    Star Map

    The nearest hundred thousand stars in 3D, coloured by temperature, ready to fly through.

    • Astronomy
    • WebGL
    • 3D
  • Earth and Space Coming soon

    Wikipedia Live

    Every Wikipedia edit in the world as it happens, grouped by language and topic.

    • Streaming
    • Live data
    • NLP
  • Earth and Space Coming soon

    City in Motion

    A city's buses, trains and bike-share stations moving and filling in real time.

    • Transit
    • Geospatial
    • Live data

AI and Machine Learning

Models you can train, poke and break, in the browser.

  • AI and Machine Learning Coming soon

    Watch a Neural Net Learn

    Train a small network in your browser and watch its decision boundary and weights change at every step.

    • Deep learning
    • Visualization
    • TypeScript
  • AI and Machine Learning Coming soon

    Adversarial Attack Lab

    Nudge an image by a few invisible pixels and watch an image classifier change its mind.

    • Adversarial ML
    • Security
    • Computer vision
  • AI and Machine Learning Coming soon

    Movie Galaxy

    Thousands of films laid out as stars, placed by how similarly audiences rate them.

    • Recommender systems
    • Embeddings
    • Visualization
  • AI and Machine Learning Coming soon

    Sound Fingerprinter

    Play a clip and see how audio fingerprinting picks out a song from its spectrogram peaks.

    • Signal processing
    • Audio
    • Hashing

Robotics and Simulation

Machines that plan, search and move, in simulation.

  • Robotics and Simulation Coming soon

    Search-and-Rescue Drone Swarm

    A swarm of simulated drones splits up a search area and works together to find missing hikers.

    • Multi-agent
    • Simulation
    • Robotics
  • Robotics and Simulation Coming soon

    Robot Arm Motion Planner

    Drag the target and watch a robot arm plan a collision-free path around obstacles.

    • Robotics
    • Motion planning
    • 3D

Security Tools

How attacks and defences look from the inside.

  • Security Tools Coming soon

    Live Password Cracker

    Type a password and watch a cracker work through it, entirely in your browser, with nothing sent anywhere.

    • Security
    • Passwords
    • Web Workers
  • Security Tools Coming soon

    Nmap Visualizer

    Load an Nmap scan and explore hosts, open ports and services as an interactive map.

    • Security
    • Networking
    • Graphs
  • Security Tools Coming soon

    PCAP Explorer

    Open a packet capture in your browser and follow conversations, protocols and timing.

    • Security
    • Networking
    • Forensics
  • Security Tools Coming soon

    Attack Replay

    Replay a recorded intrusion step by step, with each move mapped to the technique it uses.

    • Security
    • Threat hunting
    • MITRE ATT&CK