Project ideas

Project ideas for:

Masters level
4th year
3rd year

All on one list.
We would talk about the general area and come up with some project spec. that is appropriate to your level.

I am in general interested in supervising projects in the following areas.

I am primarily interested in Web-based (Javascript code) projects:

Javascript
Javascript graphics
Web apps
WebSockets. Multi-user apps. Multi-user games.
AI in Javascript. Runnable AI on the web. AI using GPUs.
AI APIs.
See my JavaScript AI API demos.

I have a server, ancientbrain.com, that you can host all the above projects on.

Other languages:

I am in general interested in creative use of AI APIs, in any language.

Ancient Brain

I am focused on projects for Ancient Brain, my site for coding JavaScript in the browser. There is a lot of scope for projects with this site.

To get familiar with the site, see:

Getting started

The site has extensive help for coding:

Docs

I also have notes on this site:

A JavaScript "World" used in teaching an AI course.
This World illustrates the "A star" algorithm in AI. It sets up a random maze and finds the shortest path through the maze. Reload for a new maze.
Users can clone this and edit their copy, and make changes to the problem and the algorithm to explore AI concepts.
See full explanation.
Click to run World: A star at Ancient Brain.

"One Cube World", the World used in the Ancient Brain Starter Tutorial.
Users who are learning to code can edit this, add textures, make multiple cubes, change rotation, and so on - all in the browser.
Click to run World: One Cube World (P5) at Ancient Brain.

An example of a modified copy of "One Cube World".
See other cube variants that users have made.
Click to run World: Interstellar cubes at Ancient Brain.

Demo of 3d model.
Click to run World: Car models with light reflection at Ancient Brain.
Open in new window ("Open window") to see full menu for this World.
In the menu, you can change car models and switch skin. ("Chrome" is nice.)

Demo of World with physics.
Click to run World: Collision World at Ancient Brain.
Mouse drag to move camera, and scroll to zoom camera.

Demo of 3d model.
Drag to rotate. Scroll to zoom. Click to throw paint.
Click to run World: webgl decals at Ancient Brain.

Project: Make a teaching course for schools and colleges

We believe Ancient Brain can be used in teaching coding in schools and colleges.
What it needs is someone to write a course or textbook.

We have some short courses:

But they are not yet using the site's full potential.

Ideas for courses:

Coding for kids, making specific use of Ancient Brain features, and using kid-friendly language.
Coding for 1st year undergrads.
Coding JavaScript with advanced Three.js graphics. Aimed at established programmers.
A course in Physics.
A course in Mathematics.
A course in Astronomy.

Ideas for how to do it:

Teach concepts visually using 3D graphics and physics.
Teach sorting numbers and strings by sorting actual 3D blocks. And so on.
Use the Teaching support. This has built-in class obfuscation and hidden URLs to stop copying. Teacher can edit student code and make changes to see what happens.

Here are sample chapters for a possible course!

Book chapters

Find a way to keep students away from the JS console:

JavaScript displays errors in the JS console.
For learners, the JS console is confusing.
Your Worlds could trap console error messages and display them on screen in the World in a floating box or something. Or a "black cube of death" descends from the sky with the console error message on it.

Click to run World: Ch.8. Tidying up.Taking turns. at Ancient Brain.
This is from the sample chapters for a course.

Project: Generalised JS porter

Program to generalise porting.
Port any JavaScript anywhere to Ancient Brain.
Other JavaScript will typically needs edits in order to port it to a different site.

Typical edits needed:

All libraries and assets need to be uploaded to Ancient Brain. (This is the Web single-origin policy.)
All paths to libraries and assets need to be fixed.
Sometimes paths need to be fixed inside secondary libraries.
Ancient Brain does everything in JS. No CSS or HTML panels. So to include a CSS file you need to use:
```
 AB.loadCSS ( file.css ); 
```

To include some CSS you need to use:

 AB.loadCSSstring ( multi line string );

To make a div you use:
```
 AB.newDiv ( id ); 
```
If the JS makes other DOM elements you may need to use the Webpage API rather than an API focused on graphics.

Ideas:

You could script the edits. Room for creativity here.
You can also script the upload process to Ancient Brain. I have not done it but this should be possible.

Project: AI in JS on Ancient Brain

Get an AI project, using say State Space Search, or Machine Learning, working on Ancient Brain.

This will probably use the World-Mind (problem-solution) division.

This may include third-party JS libraries for the AI algorithm. Or write your own.

AI in JS:
- AI in JavaScript
AI theory:
- CA686 AI notes - includes State space Search, Neural Networks, Machine Evolution
- CA425 notes - Reinforcement Learning
AI on Ancient Brain:
- AI Worlds and exercises in JS using Ancient Brain
For learning, and then storing what you have learnt, you might use the Save Data Ajax call.
AI experiments - Minds calling Minds
Minds can return action = (a,W) - with extra fields for Action selection - that World ignores

Click to run World: Recognise any image at Ancient Brain.

Click to run World: Character recognition neural network at Ancient Brain.

Project: Advanced game on Ancient Brain

There are many simple games on the site. Make something a bit more professional.
Ideas:

World with infinite scrolling landscape.
- Camera follows agent as it moves.
- See scrolling landscape: Complete Infinite World
- See various simpler versions of the same.
World with multiple levels / infinite number of rooms.
- Totally new screens / rooms when change level. Randomly generated.
Touch mobile game
- See touch World: Touch World
- See touch game: Zombie Death Baby
- Touch to move / take actions
- Touch object plus touch camera, in same World. How?
  Touch in a special section at the top (a special div) moves the camera.
  Touch in rest of canvas moves agent (or some other action).
  So can have 3D World with touch. Adjust camera. Then take actions.
Physics
- See: Bouncy Balls
- Agent walks through bouncing balls, hitting them
- Grab blocks with mouse and move them

Radu Mariescu-Istodor has made a complex scrolling traffic JS World with cars and buildings.
See his youtube.
Could try to port this JS World to Ancient Brain.

Project ideas: More Ancient Brain ideas

Sprite animation
- 2D sprite animation demo using a PNG sheet of PNG tiles
- Can we Auto-convert animated GIF to such a sheet?
- Demo World that makes an animated GIF work
3D models
- Worlds with other 3D model formats and other loader JS files.
- Model with jointed moving limbs.
Different types of World
- A World like a movie - with a series of separate scenes. Scratch allows a lot of Worlds like this, to tell stories.
- World which is like a PowerPoint with extra program features.
Video
- World which just displays a video. Easy with webpage API. And can upload mp4.
- World which just displays a video inside the WebGL canvas.
- P5 intro page shows a mix of video and P5 JS interaction on same screen. How is it done? See notes.
Link multiple Worlds into one huge environment. How?
- World links to other World in endless landscape. Like MineCraft.
- Simple way: Come to end of one World. Door. When click to go through door, it loads JS for another World.
- Other World is designed somehow to be added to existing canvas/universe, not to start a new one.
- Reload page takes you to start.
Does any P5 world exist with an MTL on an object?

Handwriting recognition

A real world project in handwriting recognition.

(Not Ancient Brain.)

The largest online collection of Irish historical data that has not been made computer searchable is probably the Registry of Deeds archive of land deeds, which starts in 1708.
This is an archive of most property transactions in Ireland for 300 years. It will contain endless undiscovered gold for Irish history researchers. But it is entirely handwritten and non searchable.
There is a project to transcribe the deeds, at irishdeedsindex.net, but it has made slow progress. It is a massive job!
There is a massive project at familysearch.org that microfilmed the deeds and put them online.
Go to my handy index page. Check out the first 1708 link. (You need a free login to familysearch.org.) You will find 1708 deeds starting here.
But they are still not searchable.
You could change this. Use 3rd party software, or train your own algorithm, to download and transcribe the deeds. It is both hard and huge. You will be unlikely to make much dent on the 300 years. But maybe you can do some of it.
It might be possible to construct a training set from the data at irishdeedsindex.net. But handwriting will be different for different years and deeds.