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Chromatic Orbit GAN

Exhibit ID: GAN-002 · Output resolution: 64×64 · Latent width: 8

Mission Profile

Chromatic Orbit GAN renders psychedelic orbital textures by blending six handcrafted color basis fields. The generator accepts an eight-dimensional latent vector, runs it through a two-layer mixer, and outputs signed coefficients that steer spiral, radial, and interference fields. Everything executes in vanilla JavaScript with typed arrays—no WebGL, no WASM, and no heavyweight runtime.

Generator Architecture

StageDetails
Latent sampler8 uniform components in [-1, 1] seeded with Mulberry32 for deterministic playback.
Hidden mixerDense 8×8 layer with tanh activation produces intermediate orbital descriptors.
Coefficient headDense 6×8 layer with tanh output, normalized to maintain balanced color energy.
Basis decoderSix 64×64 RGB basis fields generated analytically (spirals, beams, ripples, interference).
OutputCanvas rendering with configurable temperature (energy) and optional autoplay loop.

Try it live

1.00
Coefficient readout 

  




Implementation Notes


    

  • Basis fields are generated analytically from sine, cosine, and polar transforms, keeping the payload at pure code.
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  • Coefficient normalization preserves relative intensity so colors stay vivid without clipping.
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  • Autoplay increments the seed with a prime stride so loops explore the latent space evenly over long runs.
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