scrtwpns/mixbox
Mixbox
Mixbox is a specialized simulation engine for modeling fluid color dynamics, pigment-based hue shifts, and latent space color blending. It functions as an RGB color mixing simulator that uses pigment-based simulations and latent space interpolation to produce realistic results.
The project incorporates a Kubelka Munk color engine to achieve physically accurate hue shifts and saturated gradients. It also utilizes a latent space color blender to transform colors into latent representations for precise linear interpolation and multi-color mixing.
The system covers fluid dynamics for calculating the motion, diffusion, and rotational blending of colors within a fluid environment. It further provides capabilities for physical color simulation, including the blending of three or more colors using weighted ratios.
Features
- Fluid Dynamics Simulation - Provides a physics-based simulation that calculates the motion, diffusion, and blending of colors within a fluid environment.
- Latent Color Interpolators - Mixes multiple colors using weighted ratios in a latent space to maintain visual accuracy and control.
- Pigment Scattering Simulators - Uses Kubelka-Munk theory to calculate light scattering and absorption for physically accurate paint mixing.
- Digital Pigment Simulators - Simulates the blending of real world paints and pigments using Kubelka Munk theory.
- Pigment-Based Color Engines - Implements a simulation engine based on Kubelka Munk theory to achieve physically accurate hue shifts.
- Physical Color Simulators - Calculates how colors interact and mix in a physical space to produce realistic and saturated gradients.
- Color Blending - Mixes colors using linear interpolation within a learned latent representation to produce realistic pigment outcomes.
- Pigment Mixing Simulators - Blends RGB colors using Kubelka-Munk theory to create natural hue shifts and saturated gradients.
- Latent Color Blenders - Transforms colors into latent representations to perform precise linear interpolation and multi-color mixing.
- Latent Aggregators - Combines multiple color inputs by averaging their latent representations based on specific volume or intensity ratios.
- Vorticity Calculators - Calculates rotational velocity across a coordinate map to create organic, swirling color distributions.
