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SD1.5 ControlNet for Thematic Map Colorization

Model Description

This model is a ControlNet fine-tuned from Stable Diffusion 1.5.

The model learns controllable thematic map colorization from grayscale geographic control maps.

Base Model

Stable Diffusion v1.5

Training Dataset

9840 grayscale-target thematic map pairs

Control Condition

Input: grayscale thematic map

Output: colored thematic map

Applications

  • Choropleth map generation
  • Chorochromatic map generation
  • Filled-isarithmic map generation

Usage

from diffusers import StableDiffusionControlNetPipeline, ControlNetModel

controlnet = ControlNetModel.from_pretrained( "xiechuanqing/sd15-controlnet-thematic-map" )

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