plt.imshow(np.array(Image.open(image_files2[1])), vmin=0, vmax=255)
plt.title(image_files2[1])
plt.show()
img1_color = np.array(Image.open(image_files1[0]))
img2_color = np.array(Image.open(image_files2[0]))
num_bins_color = 30
hist1_rgb = histogram_module.rgb_hist(img1_color.astype('double'),
num_bins_color)
hist2_rgb = histogram_module.rgb_hist(img2_color.astype('double'),
num_bins_color)
print('Distance according to dist_l2 %f' %
dist_module.dist_l2(hist1_rgb, hist2_rgb))
print('Distance according to dist_interset %f' %
dist_module.dist_intersect(hist1_rgb, hist2_rgb))
print('Distance according to dist_chi2 %f' %
dist_module.dist_chi2(hist1_rgb, hist2_rgb))
distance_types = ['l2', 'intersect', 'chi2']
print('distance functions:', distance_types)
hist_types = ['grayvalue', 'rgb', 'rg', 'dxdy']
print('histogram types:', hist_types)
num_bins_color = 30
num_bins_gray = 90
# %%
for img1_file in image_files1:
image_files2 = ['./model/obj91__0.png', './model/obj94__0.png']
plt.figure()
plt.subplot(1,3,1); plt.imshow(np.array(Image.open(image_files1[0])), vmin=0, vmax=255); plt.title(image_files1[0])
plt.subplot(1,3,2); plt.imshow(np.array(Image.open(image_files2[0])), vmin=0, vmax=255); plt.title(image_files2[0])
plt.subplot(1,3,3); plt.imshow(np.array(Image.open(image_files2[1])), vmin=0, vmax=255); plt.title(image_files2[1])
plt.show()
img1_color = np.array(Image.open(image_files1[0]))
img2_color = np.array(Image.open(image_files2[0]))
num_bins_color = 30
hist1_rgb = histogram_module.rgb_hist(img1_color.astype('double'), num_bins_color)
hist2_rgb = histogram_module.rgb_hist(img2_color.astype('double'), num_bins_color)
print('Distance according to dist_l2 %f'% dist_module.dist_l2(hist1_rgb,hist2_rgb))
print('Distance according to dist_interset %f'% dist_module.dist_intersect(hist1_rgb,hist2_rgb))
print('Distance according to dist_chi2 %f'% dist_module.dist_chi2(hist1_rgb,hist2_rgb))
distance_types = ['l2', 'intersect', 'chi2']
print('distance functions:', distance_types)
hist_types = ['grayvalue', 'rgb', 'rg', 'dxdy']
print('histogram types:', hist_types)
num_bins_color = 30
num_bins_gray = 90
for img1_file in image_files1:
img1_color = np.array(Image.open(img1_file))
img1_color = img1_color.astype('double')
