def render_image(
image, renderer, render_landmarks, image_is_masked, masked_enabled,
channels, glyph_enabled, glyph_block_size, glyph_use_negative,
sum_enabled, group, with_labels, render_lines, line_style, line_width,
line_colour, render_markers, marker_style, marker_size,
marker_edge_width, marker_edge_colour, marker_face_colour,
render_numbering, numbers_font_name, numbers_font_size,
numbers_font_style, numbers_font_weight, numbers_font_colour,
numbers_horizontal_align, numbers_vertical_align, legend_n_columns,
legend_border_axes_pad, legend_rounded_corners, legend_title,
legend_horizontal_spacing, legend_shadow, legend_location,
legend_font_name, legend_bbox_to_anchor, legend_border,
legend_marker_scale, legend_vertical_spacing, legend_font_weight,
legend_font_size, render_legend, legend_font_style,
legend_border_padding, figure_size, render_axes, axes_font_name,
axes_font_size, axes_font_style, axes_font_weight, axes_x_limits,
axes_y_limits, axes_x_ticks, axes_y_ticks, interpolation, alpha,
cmap_name):
# This makes the code shorter for dealing with masked images vs non-masked
# images
mask_arguments = ({'masked': masked_enabled} if image_is_masked else {})
# plot
if render_landmarks and group is not None:
# show image with landmarks
if glyph_enabled:
# image, landmarks, masked, glyph
renderer = glyph(
image,
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative,
channels=channels).view_landmarks(
group=group,
with_labels=with_labels,
without_labels=None,
figure_id=renderer.figure_id,
new_figure=False,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend,
legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
elif sum_enabled:
# image, landmarks, masked, sum
renderer = sum_channels(image, channels=channels).view_landmarks(
group=group,
with_labels=with_labels,
without_labels=None,
figure_id=renderer.figure_id,
new_figure=False,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend,
legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
else:
renderer = image.view_landmarks(
channels=channels,
group=group,
with_labels=with_labels,
without_labels=None,
figure_id=renderer.figure_id,
new_figure=False,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend,
legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
else:
# either there are not any landmark groups selected or they won't
# be displayed
if glyph_enabled:
# image, not landmarks, masked, glyph
renderer = glyph(image,
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative,
channels=channels).view(
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
elif sum_enabled:
# image, not landmarks, masked, sum
renderer = sum_channels(image, channels=channels).view(
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
else:
# image, not landmarks, masked, not glyph/sum
renderer = image.view(channels=channels,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
figure_size=figure_size,
interpolation=interpolation,
alpha=alpha,
cmap_name=cmap_name,
**mask_arguments)
# show plot
plt.show()
return renderer
def render_patches(patches, patch_centers, patches_indices, offset_index,
renderer, background, render_patches, channels,
glyph_enabled, glyph_block_size, glyph_use_negative,
sum_enabled, interpolation, cmap_name, alpha,
render_patches_bboxes, bboxes_line_colour,
bboxes_line_style, bboxes_line_width, render_centers,
render_lines, line_colour, line_style, line_width,
render_markers, marker_style, marker_size,
marker_face_colour, marker_edge_colour,
marker_edge_width, render_numbering,
numbers_horizontal_align, numbers_vertical_align,
numbers_font_name, numbers_font_size, numbers_font_style,
numbers_font_weight, numbers_font_colour, render_axes,
axes_font_name, axes_font_size, axes_font_style,
axes_font_weight, axes_x_limits, axes_y_limits,
axes_x_ticks, axes_y_ticks, figure_size):
from menpo.transform import UniformScale
from menpo.visualize import view_patches
if glyph_enabled and render_patches:
# compute glyph size
glyph_patch0 = glyph(patches[0, offset_index, ...],
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative)
# compute glyph of each patch
glyph_patches = np.zeros((patches.shape[0], 1, 1, glyph_patch0.shape[1],
glyph_patch0.shape[2]))
glyph_patches[0, 0, ...] = glyph_patch0
for i in range(1, patches.shape[0]):
glyph_patches[i, 0, ...] = glyph(
patches[i, offset_index, ...],
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative)
# correct patch centers
glyph_patch_centers = UniformScale(glyph_block_size, 2).apply(
patch_centers)
# visualize glyph patches
renderer = view_patches(
glyph_patches, glyph_patch_centers, patches_indices=patches_indices,
offset_index=0, figure_id=renderer.figure_id, new_figure=False,
background=background, render_patches=render_patches, channels=0,
interpolation=interpolation, cmap_name=cmap_name, alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers, render_lines=render_lines,
line_colour=line_colour, line_style=line_style,
line_width=line_width, render_markers=render_markers,
marker_style=marker_style, marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits, axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks, axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
elif sum_enabled and render_patches:
# compute sum of each patch
sum_patches = np.zeros((patches.shape[0], 1, 1, patches.shape[3],
patches.shape[4]))
for i in patches_indices:
sum_patches[i, 0, ...] = sum_channels(
patches[i, offset_index, ...], channels=channels)
# visualize sum patches
renderer = view_patches(
sum_patches, patch_centers, patches_indices=patches_indices,
offset_index=0, figure_id=renderer.figure_id, new_figure=False,
background=background, render_patches=render_patches, channels=0,
interpolation=interpolation, cmap_name=cmap_name, alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers, render_lines=render_lines,
line_colour=line_colour, line_style=line_style,
line_width=line_width, render_markers=render_markers,
marker_style=marker_style, marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits, axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks, axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
else:
renderer = view_patches(
patches, patch_centers, patches_indices=patches_indices,
offset_index=offset_index, figure_id=renderer.figure_id,
new_figure=False, background=background,
render_patches=render_patches, channels=channels,
interpolation=interpolation, cmap_name=cmap_name, alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers, render_lines=render_lines,
line_colour=line_colour, line_style=line_style,
line_width=line_width, render_markers=render_markers,
marker_style=marker_style, marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits, axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks, axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
# show plot
renderer.force_draw()
return renderer
def render_patches(
patches, patch_centers, patches_indices, offset_index, renderer,
background, render_patches, channels, glyph_enabled, glyph_block_size,
glyph_use_negative, sum_enabled, interpolation, cmap_name, alpha,
render_patches_bboxes, bboxes_line_colour, bboxes_line_style,
bboxes_line_width, render_centers, render_lines, line_colour,
line_style, line_width, render_markers, marker_style, marker_size,
marker_face_colour, marker_edge_colour, marker_edge_width,
render_numbering, numbers_horizontal_align, numbers_vertical_align,
numbers_font_name, numbers_font_size, numbers_font_style,
numbers_font_weight, numbers_font_colour, render_axes, axes_font_name,
axes_font_size, axes_font_style, axes_font_weight, axes_x_limits,
axes_y_limits, axes_x_ticks, axes_y_ticks, figure_size):
from menpo.transform import UniformScale
from menpo.visualize import view_patches
if glyph_enabled and render_patches:
# compute glyph size
glyph_patch0 = glyph(patches[0, offset_index, ...],
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative)
# compute glyph of each patch
glyph_patches = np.zeros(
(patches.shape[0], 1, 1, glyph_patch0.shape[1],
glyph_patch0.shape[2]))
glyph_patches[0, 0, ...] = glyph_patch0
for i in range(1, patches.shape[0]):
glyph_patches[i, 0,
...] = glyph(patches[i, offset_index, ...],
vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative)
# correct patch centers
glyph_patch_centers = UniformScale(glyph_block_size,
2).apply(patch_centers)
# visualize glyph patches
renderer = view_patches(
glyph_patches,
glyph_patch_centers,
patches_indices=patches_indices,
offset_index=0,
figure_id=renderer.figure_id,
new_figure=False,
background=background,
render_patches=render_patches,
channels=0,
interpolation=interpolation,
cmap_name=cmap_name,
alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
elif sum_enabled and render_patches:
# compute sum of each patch
sum_patches = np.zeros(
(patches.shape[0], 1, 1, patches.shape[3], patches.shape[4]))
for i in patches_indices:
sum_patches[i, 0, ...] = sum_channels(patches[i, offset_index,
...],
channels=channels)
# visualize sum patches
renderer = view_patches(
sum_patches,
patch_centers,
patches_indices=patches_indices,
offset_index=0,
figure_id=renderer.figure_id,
new_figure=False,
background=background,
render_patches=render_patches,
channels=0,
interpolation=interpolation,
cmap_name=cmap_name,
alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
else:
renderer = view_patches(
patches,
patch_centers,
patches_indices=patches_indices,
offset_index=offset_index,
figure_id=renderer.figure_id,
new_figure=False,
background=background,
render_patches=render_patches,
channels=channels,
interpolation=interpolation,
cmap_name=cmap_name,
alpha=alpha,
render_patches_bboxes=render_patches_bboxes,
bboxes_line_colour=bboxes_line_colour,
bboxes_line_style=bboxes_line_style,
bboxes_line_width=bboxes_line_width,
render_centers=render_centers,
render_lines=render_lines,
line_colour=line_colour,
line_style=line_style,
line_width=line_width,
render_markers=render_markers,
marker_style=marker_style,
marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_axes=render_axes,
axes_font_name=axes_font_name,
axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight,
axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits,
axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks,
figure_size=figure_size)
# show plot
plt.show()
return renderer
def render_image(image, renderer, render_landmarks, image_is_masked,
masked_enabled, channels, glyph_enabled, glyph_block_size,
glyph_use_negative, sum_enabled, group, with_labels,
render_lines, line_style, line_width, line_colour,
render_markers, marker_style, marker_size,
marker_edge_width, marker_edge_colour, marker_face_colour,
render_numbering, numbers_font_name, numbers_font_size,
numbers_font_style, numbers_font_weight,
numbers_font_colour, numbers_horizontal_align,
numbers_vertical_align, legend_n_columns,
legend_border_axes_pad, legend_rounded_corners,
legend_title, legend_horizontal_spacing, legend_shadow,
legend_location, legend_font_name, legend_bbox_to_anchor,
legend_border, legend_marker_scale,
legend_vertical_spacing, legend_font_weight,
legend_font_size, render_legend, legend_font_style,
legend_border_padding, figure_size, render_axes,
axes_font_name, axes_font_size, axes_font_style,
axes_font_weight, axes_x_limits, axes_y_limits, axes_x_ticks,
axes_y_ticks, interpolation, alpha, cmap_name):
# This makes the code shorter for dealing with masked images vs non-masked
# images
mask_arguments = ({'masked': masked_enabled} if image_is_masked else {})
# plot
if render_landmarks and group is not None:
# show image with landmarks
if glyph_enabled:
# image, landmarks, masked, glyph
renderer = glyph(image, vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative,
channels=channels).view_landmarks(
group=group, with_labels=with_labels, without_labels=None,
figure_id=renderer.figure_id, new_figure=False,
render_lines=render_lines, line_colour=line_colour,
line_style=line_style, line_width=line_width,
render_markers=render_markers, marker_style=marker_style,
marker_size=marker_size, marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend, legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size, axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
elif sum_enabled:
# image, landmarks, masked, sum
renderer = sum_channels(image, channels=channels).view_landmarks(
group=group, with_labels=with_labels, without_labels=None,
figure_id=renderer.figure_id, new_figure=False,
render_lines=render_lines, line_colour=line_colour,
line_style=line_style, line_width=line_width,
render_markers=render_markers, marker_style=marker_style,
marker_size=marker_size, marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend, legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size, axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
else:
renderer = image.view_landmarks(
channels=channels, group=group, with_labels=with_labels,
without_labels=None, figure_id=renderer.figure_id,
new_figure=False, render_lines=render_lines,
line_colour=line_colour, line_style=line_style,
line_width=line_width, render_markers=render_markers,
marker_style=marker_style, marker_size=marker_size,
marker_face_colour=marker_face_colour,
marker_edge_colour=marker_edge_colour,
marker_edge_width=marker_edge_width,
render_numbering=render_numbering,
numbers_horizontal_align=numbers_horizontal_align,
numbers_vertical_align=numbers_vertical_align,
numbers_font_name=numbers_font_name,
numbers_font_size=numbers_font_size,
numbers_font_style=numbers_font_style,
numbers_font_weight=numbers_font_weight,
numbers_font_colour=numbers_font_colour,
render_legend=render_legend, legend_title=legend_title,
legend_font_name=legend_font_name,
legend_font_style=legend_font_style,
legend_font_size=legend_font_size,
legend_font_weight=legend_font_weight,
legend_marker_scale=legend_marker_scale,
legend_location=legend_location,
legend_bbox_to_anchor=legend_bbox_to_anchor,
legend_border_axes_pad=legend_border_axes_pad,
legend_n_columns=legend_n_columns,
legend_horizontal_spacing=legend_horizontal_spacing,
legend_vertical_spacing=legend_vertical_spacing,
legend_border=legend_border,
legend_border_padding=legend_border_padding,
legend_shadow=legend_shadow,
legend_rounded_corners=legend_rounded_corners,
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size, axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, axes_x_ticks=axes_x_ticks,
axes_y_ticks=axes_y_ticks, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
else:
# either there are not any landmark groups selected or they won't
# be displayed
if glyph_enabled:
# image, not landmarks, masked, glyph
renderer = glyph(image, vectors_block_size=glyph_block_size,
use_negative=glyph_use_negative,
channels=channels).view(
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size, axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
elif sum_enabled:
# image, not landmarks, masked, sum
renderer = sum_channels(image, channels=channels).view(
render_axes=render_axes, axes_font_name=axes_font_name,
axes_font_size=axes_font_size, axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
else:
# image, not landmarks, masked, not glyph/sum
renderer = image.view(
channels=channels, render_axes=render_axes,
axes_font_name=axes_font_name, axes_font_size=axes_font_size,
axes_font_style=axes_font_style,
axes_font_weight=axes_font_weight, axes_x_limits=axes_x_limits,
axes_y_limits=axes_y_limits, figure_size=figure_size,
interpolation=interpolation, alpha=alpha, cmap_name=cmap_name,
**mask_arguments)
# show plot
renderer.force_draw()
return renderer