-
Notifications
You must be signed in to change notification settings - Fork 44
/
test_exclude_labels_out_of_size_range.py
87 lines (65 loc) · 1.95 KB
/
test_exclude_labels_out_of_size_range.py
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
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
import pyclesperanto_prototype as cle
import numpy as np
def test_exclude_labels_out_of_size_range_2d():
gpu_input = cle.push(np.asarray([
[1, 1, 2, 0, 3, 3],
[1, 1, 2, 0, 3, 3],
[0, 0, 0, 0, 0, 0],
[4, 4, 5, 6, 6, 6],
[4, 4, 5, 6, 6, 6]
]))
gpu_reference = cle.push(np.asarray([
[1, 1, 0, 0, 2, 2],
[1, 1, 0, 0, 2, 2],
[0, 0, 0, 0, 0, 0],
[3, 3, 0, 0, 0, 0],
[3, 3, 0, 0, 0, 0]
]))
gpu_output = cle.exclude_labels_outside_size_range(gpu_input, gpu_input, minimum_size=4, maximum_size=5)
a = cle.pull(gpu_output)
b = cle.pull(gpu_reference)
print(a)
print(b)
assert (np.array_equal(a, b))
def test_exclude_small_labels_2d():
gpu_input = cle.push(np.asarray([
[1, 1, 2, 0, 3, 3],
[1, 1, 2, 0, 3, 3],
[0, 0, 0, 0, 0, 0],
[4, 4, 5, 6, 6, 6],
[4, 4, 5, 6, 6, 6]
]))
gpu_reference = cle.push(np.asarray([
[0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0],
[0, 0, 0, 1, 1, 1],
[0, 0, 0, 1, 1, 1]
]))
gpu_output = cle.exclude_small_labels(gpu_input, gpu_input, maximum_size=5)
a = cle.pull(gpu_output)
b = cle.pull(gpu_reference)
print(a)
print(b)
assert (np.array_equal(a, b))
def test_exclude_large_labels_2d():
gpu_input = cle.push(np.asarray([
[1, 1, 2, 0, 3, 3],
[1, 1, 2, 0, 3, 3],
[0, 0, 0, 0, 0, 0],
[4, 4, 5, 6, 6, 6],
[4, 4, 5, 6, 6, 6]
]))
gpu_reference = cle.push(np.asarray([
[0, 0, 1, 0, 0, 0],
[0, 0, 1, 0, 0, 0],
[0, 0, 0, 0, 0, 0],
[0, 0, 2, 0, 0, 0],
[0, 0, 2, 0, 0, 0]
]))
gpu_output = cle.exclude_large_labels(gpu_input, gpu_input, minimum_size=3)
a = cle.pull(gpu_output)
b = cle.pull(gpu_reference)
print(a)
print(b)
assert (np.array_equal(a, b))