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#!/usr/bin/env python2 | |
# -*- coding: utf-8 -*- | |
from matplotlib.collections import PatchCollection | |
from matplotlib.patches import Polygon | |
import matplotlib.pyplot as plt | |
import numpy as np | |
############################################################################### | |
def plot_building_mask(input_image, pixel_coords, mask_image, | |
figsize=(8,8), plot_name='', | |
add_title=False, poly_face_color='orange', | |
poly_edge_color='red', poly_nofill_color='blue', cmap='bwr'): | |
fig, (ax0, ax1, ax2) = plt.subplots(1, 3, | |
figsize=(3*figsize[0], figsize[1])) | |
if add_title: | |
suptitle = fig.suptitle(plot_name.split('/')[-1], fontsize='large') | |
# create patches | |
patches = [] | |
patches_nofill = [] | |
if len(pixel_coords) > 0: | |
# get patches | |
for coord in pixel_coords: | |
patches_nofill.append(Polygon(coord, facecolor=poly_nofill_color, | |
edgecolor=poly_edge_color, lw=3)) | |
patches.append(Polygon(coord, edgecolor=poly_edge_color, fill=True, | |
facecolor=poly_face_color)) | |
p0 = PatchCollection(patches, alpha=0.25, match_original=True) | |
p1 = PatchCollection(patches_nofill, alpha=0.75, match_original=True) | |
#if len(patches) > 0: | |
# p0 = PatchCollection(patches, alpha=0.25, match_original=True) | |
# #p1 = PatchCollection(patches, alpha=0.75, match_original=True) | |
# p1 = PatchCollection(patches_nofill, alpha=0.75, match_original=True) | |
# ax0: raw image | |
ax0.imshow(input_image) | |
if len(patches) > 0: | |
ax0.add_collection(p0) | |
ax0.set_title('Input Image + Ground Truth Buildings') | |
# truth polygons | |
zero_arr = np.zeros(input_image.shape[:2]) | |
# set background to white? | |
#zero_arr[zero_arr == 0.0] = np.nan | |
ax1.imshow(zero_arr, cmap=cmap) | |
if len(patches) > 0: | |
ax1.add_collection(p1) | |
ax1.set_title('Ground Truth Building Polygons') | |
# old method of truth, with mask | |
## ax0: raw imageø | |
#ax0.imshow(input_image) | |
## ground truth | |
## set zeros to nan | |
#palette = plt.cm.gray | |
#palette.set_over('orange', 1.0) | |
#z = mask_image.astype(float) | |
#z[z==0] = np.nan | |
#ax0.imshow(z, cmap=palette, alpha=0.25, | |
# norm=matplotlib.colors.Normalize(vmin=0.5, vmax=0.9, clip=False)) | |
#ax0.set_title('Input Image + Ground Truth Buildings') | |
# mask | |
ax2.imshow(mask_image, cmap=cmap) | |
# truth polygons? | |
#if len(patches) > 0: | |
# ax1.add_collection(p1) | |
ax2.set_title('Ground Truth Building Mask') | |
#plt.axis('off') | |
plt.tight_layout() | |
if add_title: | |
suptitle.set_y(0.95) | |
fig.subplots_adjust(top=0.96) | |
#plt.show() | |
if len(plot_name) > 0: | |
plt.savefig(plot_name) | |
return |
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