def test_blurred_black_image(self):
im = {
'height':
6,
'width':
5,
'pixels': [
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
],
}
result1 = lab.blurred(im, 3)
result2 = lab.blurred(im, 7)
expected = {
'height':
6,
'width':
5,
'pixels': [
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
],
}
self.compare_images(result1, expected)
self.compare_images(result2, expected)
def test_blurred_centered_pixel(self):
# REPLACE THIS with your 2nd test case from section 5.1
cent_pixel = lab.load_image('test_images/centered_pixel.png')
exp_3 = {
'height':
11,
'width':
11,
'pixels': [
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, 28, 28, 28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28,
28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 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
]
}
exp_5 = {
'height':
11,
'width':
11,
'pixels': [
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, 10, 10, 10, 10,
10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10,
10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0,
0, 0, 0, 10, 10, 10, 10, 10, 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
]
}
self.compare_images(exp_3, lab.blurred(cent_pixel, 3))
self.compare_images(exp_5, lab.blurred(cent_pixel, 5))
def test_blurred_centered_pixel():
im = lab.load_image(
os.path.join(TEST_DIRECTORY, 'test_images', 'centered_pixel.png'))
result3 = lab.blurred(im, 3)
result5 = lab.blurred(im, 5)
expected3 = {
'height':
11,
'width':
11,
'pixels': [
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, 28, 28, 28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 0, 0,
0, 0, 0, 0, 0, 0, 28, 28, 28, 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
]
}
expected5 = {
'height':
11,
'width':
11,
'pixels': [
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, 10, 10, 10, 10, 10, 0, 0,
0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10,
10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10,
10, 10, 10, 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
]
}
compare_images(result3, expected3)
compare_images(result5, expected5)
def test_blurred_centered_pixel(self):
im = lab.load_image('test_images/centered_pixel.png')
result1 = lab.blurred(im, 3)
result2 = lab.blurred(im, 5)
expected1 = {
'height':
11,
'width':
11,
'pixels': [
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, 28, 28, 28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28,
28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 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
],
}
expected2 = {
'height':
11,
'width':
11,
'pixels': [
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, 10, 10, 10, 10,
10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10,
10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0,
0, 0, 0, 10, 10, 10, 10, 10, 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
],
}
self.compare_images(result1, expected1)
self.compare_images(result2, expected2)
def test_blurred_black_image(self):
# REPLACE THIS with your 1st test case from section 5.1
pixels = []
for i in range(30):
pixels.append(255)
im = {'height': 6, 'width': 5, 'pixels': pixels}
im_blurred1 = lab.blurred(im, 9)
im_blurred2 = lab.blurred(im, 11)
return self.compare_images(im_blurred1, im) and self.compare_images(
im_blurred2, im)
def test_blurred_black_image(self):
# REPLACE THIS with your 1st test case from section 5.1
black_image = {
'height':
6,
'width':
5,
'pixels': [
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
]
}
self.compare_images(black_image, lab.blurred(black_image, 3))
self.compare_images(black_image, lab.blurred(black_image, 5))
def test_blurred_black_image(kernsize, fname):
# REPLACE THIS with your 1st test case from section 5.1
inpfile = os.path.join(TEST_DIRECTORY, 'test_images', '%s.png' % fname)
#im = lab.load_image(os.path.join(TEST_DIRECTORY, 'test_images', 'all_black.png'))
expected = {'height': 6, 'width': 5, 'pixels': [0] * 6 * 5}
input_img = lab.load_image(inpfile)
result = lab.blurred(input_img, kernsize)
compare_images(result, expected)
def test_blurred_black_image(self):
# 5.1: Box blurs of a 6x5 image with black pixels (2 different kernel sizes)
w = 6
h = 5
input_img = {'height': h, 'width': w, 'pixels': [0] * w * h}
for kernsize in (1, 3):
result = lab.blurred(input_img, kernsize)
expected = {'height': h, 'width': w, 'pixels': [0] * w * h}
self.compare_images(result, expected)
def test_blurred(self):
for kernsize in (1, 3, 7):
for fname in ('mushroom', 'twocats', 'chess'):
with self.subTest(k=kernsize, f=fname):
inpfile = os.path.join(TEST_DIRECTORY, 'test_images', '%s.png' % fname)
expfile = os.path.join(TEST_DIRECTORY, 'test_results', '%s_blur_%02d.png' % (fname, kernsize))
input_img = lab.load_image(inpfile)
input_hash = object_hash(input_img)
result = lab.blurred(input_img, kernsize)
expected = lab.load_image(expfile)
self.assertEqual(object_hash(input_img), input_hash, "Be careful not to modify the original image!")
self.compare_images(result, expected)
def test_blurred_images(kernsize, fname):
inpfile = os.path.join(TEST_DIRECTORY, 'test_images', '%s.png' % fname)
expfile = os.path.join(TEST_DIRECTORY, 'test_results',
'%s_blur_%02d.png' % (fname, kernsize))
input_img = lab.load_image(inpfile)
input_hash = object_hash(input_img)
result = lab.blurred(input_img, kernsize)
expected = lab.load_image(expfile)
assert object_hash(
input_img
) == input_hash, "Be careful not to modify the original image!"
compare_images(result, expected)
def test_blurred_centered_pixel(self):
im = lab.load_image("test_images/centered_pixel.png")
result1 = lab.blurred(im, 3)
elem1 = round(255 / 9)
expected1 = {
"height":
11,
"width":
11,
"pixels": [
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, elem1, elem1, elem1, 0, 0, 0, 0, 0, 0, 0, 0,
elem1, elem1, elem1, 0, 0, 0, 0, 0, 0, 0, 0, elem1, elem1,
elem1, 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
]
}
self.compare_images(result1, expected1)
result2 = lab.blurred(im, 5)
elem2 = round(255 / 25)
expected2 = {
'height':
11,
'width':
11,
'pixels': [
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, elem2, elem2,
elem2, elem2, elem2, 0, 0, 0, 0, 0, 0, elem2, elem2, elem2,
elem2, elem2, 0, 0, 0, 0, 0, 0, elem2, elem2, elem2, elem2,
elem2, 0, 0, 0, 0, 0, 0, elem2, elem2, elem2, elem2, elem2, 0,
0, 0, 0, 0, 0, elem2, elem2, elem2, elem2, elem2, 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
],
}
self.compare_images(result2, expected2)
def test_blurred_centered_pixel(kernsize, fname):
# REPLACE THIS with your 2nd test case from section 5.1
inpfile = os.path.join(TEST_DIRECTORY, 'test_images', '%s.png' % fname)
expfile = os.path.join(TEST_DIRECTORY, 'test_results',
'%s_blur_%02d.png' % (fname, kernsize))
input_img = lab.load_image(inpfile)
input_hash = object_hash(input_img)
result = lab.blurred(input_img, kernsize)
expected = lab.load_image(expfile)
assert object_hash(
input_img
) == input_hash, "Be careful not to modify the original image!"
compare_images(result, expected)
def test_blurred_centered_pixel(self):
# REPLACE THIS with your 2nd test case from section 5.1
im = lab.load_image('test_images/centered_pixel.png')
blurred1 = lab.blurred(im, 3)
correct1 = {
'height':
im['height'],
'width':
im['width'],
'pixels': [
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, 28, 28, 28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28,
28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 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
]
}
blurred2 = lab.blurred(im, 5)
correct2 = {
'height':
im['height'],
'width':
im['width'],
'pixels': [
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, 10, 10, 10, 10,
10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10,
10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0,
0, 0, 0, 10, 10, 10, 10, 10, 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
]
}
return self.compare_images(blurred1, correct1) and self.compare_images(
blurred2, correct2)
def test_blurred_centered_pixel(self):
# 5.1: Box blurs for the centered_pixel.png image (2 different kernel sizes)
for kernsize in (1, 3):
fname = 'centered_pixel'
with self.subTest(k=kernsize, f=fname):
inpfile = os.path.join(TEST_DIRECTORY, 'test_images',
'%s.png' % fname)
input_img = lab.load_image(inpfile)
input_hash = object_hash(input_img)
result = lab.blurred(input_img, kernsize)
if kernsize == 1:
expected = {
'height':
11,
'width':
11,
'pixels': [
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, 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
]
}
else:
expected = {
'height':
11,
'width':
11,
'pixels': [
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, 28, 28,
28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 0, 0, 0, 0,
0, 0, 0, 0, 28, 28, 28, 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
]
}
self.assertEqual(
object_hash(input_img), input_hash,
"Be careful not to modify the original image!")
self.compare_images(result, expected)
def test_blurred_centered_pixel():
inpfile = os.path.join(TEST_DIRECTORY, 'test_images', 'centered_pixel.png')
image = lab.load_image(inpfile)
expected = {
'height':
11,
'width':
11,
'pixels': [
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, 28, 28, 28, 0, 0, 0, 0, 0, 0, 0, 0, 28, 28, 28, 0, 0,
0, 0, 0, 0, 0, 0, 28, 28, 28, 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
],
}
result = lab.blurred(image, 3)
compare_images(result, expected)
expected = {
'height':
11,
'width':
11,
'pixels': [
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, 10, 10, 10, 10, 10, 0, 0,
0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10,
10, 0, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 10, 10,
10, 10, 10, 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
],
}
result = lab.blurred(image, 5)
compare_images(result, expected)
def test_blurred_black_image(self):
for kernel_size in [3, 5]:
im = {"width": 6, "height": 5, "pixels": [0] * (6 * 5)}
expected = im.copy()
result = lab.blurred(im, kernel_size)
self.compare_images(result, expected)
def test_blurred_black_image():
image = {'height': 5, 'width': 6, 'pixels': [0] * 6 * 5}
result = lab.blurred(image, 3)
compare_images(result, image)
result = lab.blurred(image, 5)
compare_images(result, image)
def test_blurred_cat(self):
im = lab.load_image('test_images/cat.png')
result = lab.blurred(im, 5)
lab.save_image(result, '/Users/yaxinliu/Downloads/lab0/BlurredCat.png')
def test_blurred_black_image():
expected = {'height': 5, 'width': 6, 'pixels': [255] * 30}
result1 = lab.blurred(expected, 3)
result2 = lab.blurred(expected, 5)
compare_images(result1, expected)
compare_images(result2, expected)
