def saveFigure(errors, title, file_name):
w = 12
h = 4
fig, axes = plt.subplots(figsize=(w, h))
fig.subplots_adjust(left=0.1, right=0.98, top=0.9, bottom=0.15)
font_size = 15
plt.title(title)
plt.plot(errors[:, 2], label="Lambert assumption")
plt.plot(errors[:, 1], label="Lumo")
plt.plot(errors[:, 0], label="Our result")
plt.xlabel("Shape dataset")
plt.ylabel("Error")
plt.legend()
file_path = shapeResultFile("ShapeEstimation", file_name, file_ext=".png")
fig.savefig(file_path, transparent=True)
print shapeFiles()[np.argmax(errors[:, 0] - errors[:, 2])]
print shapeFiles()[np.argmin(errors[:, 0] - errors[:, 2])]
def saveFigure(errors, title, file_name):
w = 12
h = 4
fig, axes = plt.subplots(figsize=(w, h))
fig.subplots_adjust(left=0.1, right=0.98, top=0.9, bottom=0.15)
font_size = 15
plt.title(title)
plt.plot(errors[:, 2], label="Lambert assumption")
plt.plot(errors[:, 1], label="Lumo")
plt.plot(errors[:, 0], label="Our result")
plt.xlabel("Shape dataset")
plt.ylabel("Error")
plt.legend()
file_path = shapeResultFile("ShapeEstimation",
file_name,
file_ext=".png")
fig.savefig(file_path, transparent=True)
print shapeFiles()[np.argmax(errors[:, 0] - errors[:, 2])]
print shapeFiles()[np.argmin(errors[:, 0] - errors[:, 2])]
def shapeFigure():
fig, axes = plt.subplots(figsize=(10, 8))
font_size = 15
fig.subplots_adjust(left=0.02, right=0.98, top=0.98, bottom=0.02, hspace=0.1, wspace=0.1)
fig.suptitle("", fontsize=font_size)
num_rows = 4
num_cols = 5
plot_grid = SubplotGrid(num_rows, num_cols)
for shape_file in shapeFiles():
N_8U = loadRGBA(shape_file)
plot_grid.showImage(N_8U, "")
file_path = os.path.join(shapeResultsDir(), "3DModels.png")
fig.savefig(file_path, transparent=True)
def shapeFigure():
fig, axes = plt.subplots(figsize=(10, 8))
font_size = 15
fig.subplots_adjust(left=0.02,
right=0.98,
top=0.98,
bottom=0.02,
hspace=0.1,
wspace=0.1)
fig.suptitle("", fontsize=font_size)
num_rows = 4
num_cols = 5
plot_grid = SubplotGrid(num_rows, num_cols)
for shape_file in shapeFiles():
N_8U = loadRGBA(shape_file)
plot_grid.showImage(N_8U, "")
file_path = os.path.join(shapeResultsDir(), "3DModels.png")
fig.savefig(file_path, transparent=True)