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import numpy as np |
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from PIL import Image, ImageDraw |
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from adetailer.common import create_bbox_from_mask, create_mask_from_bbox |
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def test_create_mask_from_bbox(): |
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img = Image.new("L", (10, 10), color="black") |
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bbox = [[1.0, 1.0, 2.0, 2.0], [7.0, 7.0, 8.0, 8.0]] |
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masks = create_mask_from_bbox(bbox, img.size) |
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expect1 = np.array( |
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[ |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 255, 255, 0, 0, 0, 0, 0, 0, 0], |
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[0, 255, 255, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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], |
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dtype=np.uint8, |
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) |
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expect2 = np.array( |
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[ |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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[0, 0, 0, 0, 0, 0, 0, 255, 255, 0], |
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[0, 0, 0, 0, 0, 0, 0, 255, 255, 0], |
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0], |
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], |
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dtype=np.uint8, |
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) |
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assert len(masks) == len(bbox) |
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arr1 = np.array(masks[0]) |
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arr2 = np.array(masks[1]) |
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assert arr1.shape == expect1.shape |
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assert arr2.shape == expect2.shape |
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assert arr1.shape == (10, 10) |
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assert arr1.dtype == expect1.dtype |
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assert arr2.dtype == expect2.dtype |
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assert np.array_equal(arr1, expect1) |
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assert np.array_equal(arr2, expect2) |
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def test_create_bbox_from_mask(): |
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mask = Image.new("L", (10, 10), color="black") |
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draw = ImageDraw.Draw(mask) |
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draw.rectangle((2, 2, 5, 5), fill="white") |
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result = create_bbox_from_mask([mask], (10, 10)) |
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assert isinstance(result, list) |
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assert len(result) == 1 |
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assert all(isinstance(bbox, list) for bbox in result) |
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assert all(len(bbox) == 4 for bbox in result) |
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assert result[0] == [2, 2, 6, 6] |
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result = create_bbox_from_mask([mask], (256, 256)) |
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assert result[0] == [38, 38, 166, 166] |
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