Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/skimage/viewer/tests/test_tools.py

212 lines
5.8 KiB
Python

from collections import namedtuple
import numpy as np
from skimage import data
from skimage.viewer import ImageViewer, has_qt
from skimage.viewer.canvastools import (
LineTool, ThickLineTool, RectangleTool, PaintTool)
from skimage.viewer.canvastools.base import CanvasToolBase
from skimage._shared import testing
from skimage._shared.testing import assert_equal, parametrize
try:
from matplotlib.testing.decorators import cleanup
except ImportError:
def cleanup(func):
return func
def get_end_points(image):
h, w = image.shape[0:2]
x = [w / 3, 2 * w / 3]
y = [h / 2] * 2
return np.transpose([x, y])
def do_event(viewer, etype, button=1, xdata=0, ydata=0, key=None):
"""
*name*
the event name
*canvas*
the FigureCanvas instance generating the event
*guiEvent*
the GUI event that triggered the matplotlib event
*x*
x position - pixels from left of canvas
*y*
y position - pixels from bottom of canvas
*inaxes*
the :class:`~matplotlib.axes.Axes` instance if mouse is over axes
*xdata*
x coord of mouse in data coords
*ydata*
y coord of mouse in data coords
*button*
button pressed None, 1, 2, 3, 'up', 'down' (up and down are used
for scroll events)
*key*
the key depressed when the mouse event triggered (see
:class:`KeyEvent`)
*step*
number of scroll steps (positive for 'up', negative for 'down')
"""
ax = viewer.ax
event = namedtuple('Event',
('name canvas guiEvent x y inaxes xdata ydata '
'button key step'))
event.button = button
event.x, event.y = ax.transData.transform((xdata, ydata))
event.xdata, event.ydata = xdata, ydata
event.inaxes = ax
event.canvas = ax.figure.canvas
event.key = key
event.step = 1
event.guiEvent = None
event.name = 'Custom'
func = getattr(viewer._event_manager, 'on_%s' % etype)
func(event)
@cleanup
@testing.skipif(not has_qt, reason="Qt not installed")
def test_line_tool():
img = data.camera()
viewer = ImageViewer(img)
tool = LineTool(viewer, maxdist=10, line_props=dict(linewidth=3),
handle_props=dict(markersize=5))
tool.end_points = get_end_points(img)
assert_equal(tool.end_points, np.array([[170, 256], [341, 256]]))
# grab a handle and move it
do_event(viewer, 'mouse_press', xdata=170, ydata=256)
do_event(viewer, 'move', xdata=180, ydata=260)
do_event(viewer, 'mouse_release')
assert_equal(tool.geometry, np.array([[180, 260], [341, 256]]))
# create a new line
do_event(viewer, 'mouse_press', xdata=10, ydata=10)
do_event(viewer, 'move', xdata=100, ydata=100)
do_event(viewer, 'mouse_release')
assert_equal(tool.geometry, np.array([[100, 100], [10, 10]]))
@cleanup
@testing.skipif(not has_qt, reason="Qt not installed")
def test_thick_line_tool():
img = data.camera()
viewer = ImageViewer(img)
tool = ThickLineTool(viewer, maxdist=10, line_props=dict(color='red'),
handle_props=dict(markersize=5))
tool.end_points = get_end_points(img)
do_event(viewer, 'scroll', button='up')
assert_equal(tool.linewidth, 2)
do_event(viewer, 'scroll', button='down')
assert_equal(tool.linewidth, 1)
do_event(viewer, 'key_press', key='+')
assert_equal(tool.linewidth, 2)
do_event(viewer, 'key_press', key='-')
assert_equal(tool.linewidth, 1)
@cleanup
@testing.skipif(not has_qt, reason="Qt not installed")
def test_rect_tool():
img = data.camera()
viewer = ImageViewer(img)
tool = RectangleTool(viewer, maxdist=10)
tool.extents = (100, 150, 100, 150)
assert_equal(tool.corners,
((100, 150, 150, 100), (100, 100, 150, 150)))
assert_equal(tool.extents, (100, 150, 100, 150))
assert_equal(tool.edge_centers,
((100, 125.0, 150, 125.0), (125.0, 100, 125.0, 150)))
assert_equal(tool.geometry, (100, 150, 100, 150))
# grab a corner and move it
do_event(viewer, 'mouse_press', xdata=100, ydata=100)
do_event(viewer, 'move', xdata=120, ydata=120)
do_event(viewer, 'mouse_release')
# assert_equal(tool.geometry, [120, 150, 120, 150])
# create a new line
do_event(viewer, 'mouse_press', xdata=10, ydata=10)
do_event(viewer, 'move', xdata=100, ydata=100)
do_event(viewer, 'mouse_release')
assert_equal(tool.geometry, [10, 100, 10, 100])
@cleanup
@testing.skipif(not has_qt, reason="Qt not installed")
@parametrize('img', [data.moon(), data.astronaut()])
def test_paint_tool(img):
viewer = ImageViewer(img)
tool = PaintTool(viewer, img.shape)
tool.radius = 10
assert_equal(tool.radius, 10)
tool.label = 2
assert_equal(tool.label, 2)
assert_equal(tool.shape, img.shape[:2])
do_event(viewer, 'mouse_press', xdata=100, ydata=100)
do_event(viewer, 'move', xdata=110, ydata=110)
do_event(viewer, 'mouse_release')
assert_equal(tool.overlay[tool.overlay == 2].size, 761)
tool.label = 5
do_event(viewer, 'mouse_press', xdata=20, ydata=20)
do_event(viewer, 'move', xdata=40, ydata=40)
do_event(viewer, 'mouse_release')
assert_equal(tool.overlay[tool.overlay == 5].size, 881)
assert_equal(tool.overlay[tool.overlay == 2].size, 761)
do_event(viewer, 'key_press', key='enter')
tool.overlay = tool.overlay * 0
assert_equal(tool.overlay.sum(), 0)
assert_equal(tool.cmap.N, tool._overlay_plot.norm.vmax)
@cleanup
@testing.skipif(not has_qt, reason="Qt not installed")
def test_base_tool():
img = data.moon()
viewer = ImageViewer(img)
tool = CanvasToolBase(viewer)
tool.set_visible(False)
tool.set_visible(True)
do_event(viewer, 'key_press', key='enter')
tool.redraw()
tool.remove()
tool = CanvasToolBase(viewer, useblit=False)
tool.redraw()