def test_badBucketBoundary(self):
data = FMDLData()
data.config = Config(
{
'minBoundingBoxAspectRatio': 1.5,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
data.load_image(self.byteArrayImage)
data.bucketBoundary = (0.3406982123851776, 0.8910735845565796,
0.059263408184051514, 1.0)
results1 = getDetectedBucketWidthAndHeightInPixels(data)
data.bucketBoundary = (0, -0.8910735845565796, 0, 1.0)
results2 = getDetectedBucketWidthAndHeightInPixels(data)
self.assertEqual(results1, (-1, -1, -1, ()))
self.assertEqual(results2, (-1, -1, -1, ()))
def test_badInputImage2(self):
data = FMDLData()
data.input_image_np = np.zeros(100)
data.bucketBoundary = (1, 2, 3, 4)
data.config = Config(
{
'minBoundingBoxAspectRatio': 1.5,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
results = getDetectedBucketWidthAndHeightInPixels(data)
self.assertEqual(results, (-1, -1, -1, ()))
def test_outputs_withCase_badCase3(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.bucketBoundary = (0.20768868923187256, 0.15239688754081726,
0.869536280632019, 0.8369340896606445)
data.caseBoundary = (0.7303502559661865, 0.27012908458709717,
0.37515637278556824, 0.19773945212364197)
data.config = Config(
{
'minBoundingBoxAspectRatio': 1,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
detected_bucketWidth_inPixels_withCase, detected_bucketWith_inPixels_fromBucketAlone,\
detected_bucketHeight_inPixels, bucketWidthPointsXCord = getDetectedBucketWidthAndHeightInPixels(data)
self.assertAlmostEqual(detected_bucketWidth_inPixels_withCase, 438)
self.assertAlmostEqual(detected_bucketWith_inPixels_fromBucketAlone,
438)
self.assertAlmostEqual(detected_bucketHeight_inPixels, 317)
self.assertAlmostEqual(bucketWidthPointsXCord[0], 98)
self.assertAlmostEqual(bucketWidthPointsXCord[1], 536)
def test_badInputImage1(self):
data = FMDLData()
data.load_image(
'tests/networksAndImages-forUnitTesting/FMDL_2018.04.30_19.11.20.png'
)
data.bucketBoundary = (1, 2, 3, 4)
data.config = Config(
{
'minBoundingBoxAspectRatio': 1.5,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
results = getDetectedBucketWidthAndHeightInPixels(data)
self.assertEqual(results, (-1, -1, -1, ()))
def test_outputs_noCase(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.bucketBoundary = (0.36322835087776184, 0.13493812084197998, 1.0,
0.8854146003723145)
data.config = Config(
{
'minBoundingBoxAspectRatio': 1,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
detected_bucketWidth_inPixels_withCase, detected_bucketWith_inPixels_fromBucketAlone,\
detected_bucketHeight_inPixels, bucketWidthPointsXCord = getDetectedBucketWidthAndHeightInPixels(data)
self.assertAlmostEqual(detected_bucketWidth_inPixels_withCase, 481)
self.assertAlmostEqual(detected_bucketWith_inPixels_fromBucketAlone,
481)
self.assertAlmostEqual(detected_bucketHeight_inPixels, 306)
self.assertAlmostEqual(bucketWidthPointsXCord[0], 86)
self.assertAlmostEqual(bucketWidthPointsXCord[1], 567)
def test_bucketBoundaryWithWrongAspectRatio(self):
data = FMDLData()
data.load_image(self.byteArrayImage)
data.bucketBoundary = (4, 2, 1, 3)
data.config = Config(
{
'minBoundingBoxAspectRatio': 1.5,
'maxBoundingBoxAspectRatio': 3,
'measuredBucketWidthCM': 300,
"effectiveWidthYcoordMultiplier": 0.5,
"maxDiffBetweenAbsBucketEdgeSlopes": 5
}, [
('measuredBucketWidthCM', 10, 100000, 'float'),
('minBoundingBoxAspectRatio', 0.1, 10, 'float'),
('maxBoundingBoxAspectRatio', 0.1, 10, 'float'),
('effectiveWidthYcoordMultiplier', 0, 1, 'float'),
('maxDiffBetweenAbsBucketEdgeSlopes', 0, 100, 'float'),
])
results = getDetectedBucketWidthAndHeightInPixels(data)
self.assertEqual(results, (-1, -1, -1, ()))
