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Running on Zero
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543832d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | import numpy as np
from PIL import Image
import segmentation_utils as utils
def test_resize_for_output_preserves_aspect_ratio():
image = Image.new("RGB", (4000, 2000), "white")
resized = utils.resize_for_output(image, max_side=1000)
assert resized.size == (1000, 500)
def test_class_table_is_sorted_and_thresholded():
class_map = np.array([[0, 0], [0, 1]], dtype=np.uint8)
rows = utils.build_class_table(
class_map,
{0: "road", 1: "sidewalk"},
min_share_percent=30.0,
)
assert rows == [[0, "road", 3, 75.0, "#804080"]]
def test_render_segmentation_matches_input_size():
image = Image.new("RGB", (3, 2), "black")
class_map = np.array([[0, 0, 1], [0, 1, 1]], dtype=np.uint8)
overlay, mask = utils.render_segmentation(
image,
class_map,
{0: "road", 1: "sidewalk"},
opacity=0.5,
)
assert overlay.size == image.size
assert mask.size == image.size
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