Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/skimage/viewer/plugins/labelplugin.py

67 lines
1.8 KiB
Python

import numpy as np
from .base import Plugin
from ..widgets import ComboBox, Slider
from ..canvastools import PaintTool
__all__ = ['LabelPainter']
rad2deg = 180 / np.pi
class LabelPainter(Plugin):
name = 'LabelPainter'
def __init__(self, max_radius=20, **kwargs):
super(LabelPainter, self).__init__(**kwargs)
# These widgets adjust plugin properties instead of an image filter.
self._radius_widget = Slider('radius', low=1, high=max_radius,
value=5, value_type='int', ptype='plugin')
labels = [str(i) for i in range(6)]
labels[0] = 'Erase'
self._label_widget = ComboBox('label', labels, ptype='plugin')
self.add_widget(self._radius_widget)
self.add_widget(self._label_widget)
print(self.help())
def help(self):
helpstr = ("Label painter",
"Hold left-mouse button and paint on canvas.")
return '\n'.join(helpstr)
def attach(self, image_viewer):
super(LabelPainter, self).attach(image_viewer)
image = image_viewer.original_image
self.paint_tool = PaintTool(image_viewer, image.shape,
on_enter=self.on_enter)
self.paint_tool.radius = self.radius
self.paint_tool.label = self._label_widget.index = 1
self.artists.append(self.paint_tool)
def _on_new_image(self, image):
"""Update plugin for new images."""
self.paint_tool.shape = image.shape
def on_enter(self, overlay):
pass
@property
def radius(self):
return self._radius_widget.val
@radius.setter
def radius(self, val):
self.paint_tool.radius = val
@property
def label(self):
return self._label_widget.val
@label.setter
def label(self, val):
self.paint_tool.label = val