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