def plot_bars(list_axis_data):
figwidth = 20
fig = plt.figure(figsize=(figwidth, figwidth * 9 / 16))
plt.title(opt.title, fontsize=24)
plt.xlabel(opt.xlabel, fontsize=20)
plt.ylabel(opt.ylabel, fontsize=20)
plt.grid(True, axis='y')
ax0 = fig.axes[0]
width = 0.45
for i, (axis, data) in enumerate(list_axis_data):
axis, data = sort2list(axis, data)
barcont = plt.bar(np.arange(len(axis)) + width * i,
data,
width,
tick_label=axis,
label=opt.legend[i])
autolabel(barcont, ax0, data, fontsize=14)
for l in ax0.xaxis.get_ticklabels():
if opt.vertical_x:
l.set_rotation('vertical')
l.set_fontsize(16)
for l in ax0.yaxis.get_ticklabels():
l.set_fontsize(16)
ax0.set_xticks(np.arange(len(axis)) + width / 2)
ax0.autoscale(True, 'x', True)
plt.legend(prop={'size': 16})
plt.savefig(opt.savename)
plt.close(fig)
def plot_lines(list_axis_data):
figwidth = 20
fig = plt.figure(figsize=(figwidth,figwidth*9/16))
plt.title(opt.title, fontsize=24)
plt.xlabel(opt.xlabel, fontsize=20)
plt.ylabel(opt.ylabel, fontsize=20)
plt.grid(True)
ax0 = fig.axes[0]
for i, (axis, data) in enumerate(list_axis_data):
axis, data = sort2list(axis, data)
plt.scatter(axis, data)
plt.plot(axis, data, label=opt.legend[i])
for l in ax0.xaxis.get_ticklabels():
if opt.vertical_x:
l.set_rotation('vertical')
l.set_fontsize(16)
for l in ax0.yaxis.get_ticklabels():
l.set_fontsize(16)
ax0.autoscale(True,'x',True)
ax0.autoscale(True,'y',True)
plt.legend(prop={'size':16})
plt.savefig(opt.savename)
plt.close(fig)
l.set_rotation('vertical')
l.set_fontsize(11)
for l in ax0.yaxis.get_ticklabels():
l.set_fontsize(11)
ax0.autoscale(True,'x',True)
ax0.autoscale(True,'y',True)
plt.plot(axis, data)
plt.tight_layout()
plt.savefig(path.join(opt.save_dir,"avg_ssim_size.jpg"))
plt.close(fig)
save_stc(path.join(opt.save_dir,"avg_ssim_size.txt"), axis, data)
# Display ssim_count
#
axis, data = sort2list(list(ssim_count.keys()), list(ssim_count.values()))
figwidth = 20
fig = plt.figure(figsize=(figwidth,figwidth*9/16))
plt.title("Số lượng ảnh theo chỉ số SSIM", y=1.01, fontsize=24)
plt.xlabel("SSIM", fontsize=20)
plt.ylabel("Số lượng ảnh", fontsize=20)
plt.scatter(axis, data)
plt.grid(True)
ax0 = fig.axes[0]
for l in ax0.xaxis.get_ticklabels():
l.set_fontsize(16)
for l in ax0.yaxis.get_ticklabels():
l.set_fontsize(16)
ax0.autoscale(True,'x',True)
ax0.autoscale(True,'y',True)
plt.plot(axis, data)