def test_tile():
n = 128
images = []
height, width = 16, 16
for i in range(n):
color = hsv_to_rgb(random.random(), 1, 1)
image = np.zeros((3, 16, 16))
for c in range(len(color)):
image[c] = color[c]
images.append(image)
number = 20
tiled = tile(images, columns_must_be_multiple_of=number)
rows = tiled.shape[1] // height
cols = tiled.shape[2] // width
assert cols % number == 0
for r in range(rows):
for c in range(cols):
idx = cols*r + c
ri = r*height
ci = c*width
subimage = tiled[:, ri:ri+height, ci:ci+height]
if idx < len(images):
np.testing.assert_allclose(subimage, images[idx])
fig = plt.figure()
h_w_rgb = np.zeros((tiled.shape[1], tiled.shape[2], tiled.shape[0]))
for i in range(3):
h_w_rgb[:, :, i] = tiled[i]
plt.imshow(h_w_rgb)
plt_save_and_maybe_show("test_tile.png")
plt.close(fig)
def visualise_tiles(images, show=True):
"""
"""
tiled_fakes = tile(images)
plt_imshow(tiled_fakes)
plt.grid(False)
plt.axis("off")
if show:
plt.show()
def zip_visualise_tiles(*arrs, show=True):
import matplotlib.pyplot as plt
assert len(arrs) >= 2
length = len(arrs[0])
for a in arrs:
assert len(a) == length, "all input arrays must have the same size"
tiles = []
for i in range(length):
for a in arrs:
tiles.append(a[i])
tiled = tile(tiles, columns_must_be_multiple_of=len(arrs))
assert len(tiled) == 1, "currently only grayscale image are supported"
plt.imshow(tiled[0], cmap='gray')
if show:
plt.show()
def zip_visualise_tiles(*arrs, show=True):
import matplotlib.pyplot as plt
assert len(arrs) >= 2
length = len(arrs[0])
for a in arrs:
assert len(a) == length, "all input arrays must have the same size"
tiles = []
for i in range(length):
for a in arrs:
tiles.append(a[i])
tiled = tile(tiles, columns_must_be_multiple_of=len(arrs))
assert len(tiled) == 1, "currently only grayscale image are supported"
plt.imshow(tiled[0], cmap='gray')
if show:
plt.show()