Trailer
Stills
81 color wheels displayed in a 9x9 grid. The wheels represent three distinct categories of distribution: color wheels sorted by unsupervised models, color wheels sorted by supervised models, and a single color wheel sorted by hue.
A close up of the color wheels.
A color wheel with colors sorted according to a statistical approach.
A color wheel with colors sorted according to a statistical approach.
A color wheel with colors sorted according to a supervised model.
A color wheel with colors sorted according to an unsupervised model.
A color wheel with colors sorted according to an unsupervised model.
Animations
Here you will find a visualization of the learning process. The machine is presented with batches of colors and ask to sort them, evaluating its performance and updating its knowledge each time. Once enough batches are presented so that all 949 colors have been seen exactly once, the training process has completed its first “epoch,” and we capture the state of its learning process as an image. We repeat this process several hundred times–allowing the models to see all of the colors repeatedly–and arrange the images after each epoch into an animation.
Below, you can watch the evolution of the learning process under different circumstances.
(make sure to select 4K resolution by selecting Settings -> Quality -> 2160p/4K)
Learned
In this “Learned” animation, the hues associated with each color are presented as the “correct answers,” which allows the model to learn (or mememorize) an arrangement which is quite similar to hue.
Discovered
In this “Discovered” animation, the model attempts to arrange colors in a way that tries to keep similar colors close together.
Technical Information
Please see the docs for more information about Hues of Intelligence, including more images from each of the respective algorithms used.