Installation and basic usage

Installation

pip install sn-graph

or

poetry add sn-graph

Basic usage

import numpy as np
import sn_graph as sn

# Create a simple square image
img = np.zeros((256, 256))
img[20:236, 20:236] = 1  # Create a square region

# Generate the SN graph
centers, edges, sdf_array = sn.create_sn_graph(
    img,
    max_num_vertices=15,
    minimal_sphere_radius=1.0,
    return_sdf=True
)

import matplotlib.pyplot as plt

#Draw graph on top of the image and plot it
graph_image=sn.draw_sn_graph(centers, edges, sdf_array, background_image=img)

plt.imshow(graph_image)
plt.show()