ComfyUI/comfy/ldm/colormap.py

26 lines
848 B
Python

"""Colormap utilities for depth and geometry visualisation."""
from __future__ import annotations
import torch
def turbo(x: torch.Tensor) -> torch.Tensor:
"""Anton Mikhailov polynomial approximation of the Turbo colormap.
Args:
x: Float tensor with values in [0, 1].
Returns:
RGB tensor of the same shape as ``x`` with a trailing size-3 dimension.
"""
x = x.clamp(0.0, 1.0)
x2 = x * x
x3 = x2 * x
x4 = x2 * x2
x5 = x4 * x
r = 0.13572138 + 4.61539260*x - 42.66032258*x2 + 132.13108234*x3 - 152.94239396*x4 + 59.28637943*x5
g = 0.09140261 + 2.19418839*x + 4.84296658*x2 - 14.18503333*x3 + 4.27729857*x4 + 2.82956604*x5
b = 0.10667330 + 12.64194608*x - 60.58204836*x2 + 110.36276771*x3 - 89.90310912*x4 + 27.34824973*x5
return torch.stack([r, g, b], dim=-1).clamp(0.0, 1.0)