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rectangle-brush
Druudik1/rectangle-brush
rectangle-brush is a machine learning model from Druudik1. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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Updated Feb 23, 2026
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.pt44.2 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026
- SHA
- d7380ce8
Model card
From the Hugging Face model README
license: mit
This repository contains trained GeneralNeuralRenderer that learned to mimic RectangleBrush (these are
components of my Stylized Neural Painting paper reimplementation).
Use the following code snippet to load it and create the corresponding RectangleBrush:
from huggingface_hub import hf_hub_download
from painting.brushes import RectangleBrush, GeneralNeuralRenderer
# Specify your device and output canvas size.
device = "cuda"
out_canvas_size = 512
brush = RectangleBrush(canvas_size=out_canvas_size, device=device)
differentiable_brush = GeneralNeuralRenderer(
brush_params_count=brush.brush_params_count,
canvas_size=128,
device=device,
)
weights = hf_hub_download(repo_id="Druudik1/rectangle-brush", filename="neural_renderer.pt")
differentiable_brush.load_state_dict(
torch.load(weights, map_location=device, weights_only=True)
)
- License
- mit
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026