scipy: savefig without frames, axes, only content
EDIT
Changed aspect='normal
to aspect='auto'
since that changed in more recent versions of matplotlib (thanks to @Luke19).
Assuming :
import matplotlib.pyplot as plt
To make a figure without the frame :
fig = plt.figure(frameon=False)
fig.set_size_inches(w,h)
To make the content fill the whole figure
ax = plt.Axes(fig, [0., 0., 1., 1.])
ax.set_axis_off()
fig.add_axes(ax)
Then draw your image on it :
ax.imshow(your_image, aspect='auto')
fig.savefig(fname, dpi)
The aspect
parameter changes the pixel size to make sure they fill the figure size specified in fig.set_size_inches(…)
. To get a feel of how to play with this sort of things, read through matplotlib's documentation, particularly on the subject of Axes, Axis and Artist.
You can find the bbox of the image inside the axis (using get_window_extent
), and use the bbox_inches
parameter to save only that portion of the image:
import numpy as np
import matplotlib.pyplot as plt
data=np.arange(9).reshape((3,3))
fig=plt.figure()
ax=fig.add_subplot(1,1,1)
plt.axis('off')
plt.imshow(data)
extent = ax.get_window_extent().transformed(fig.dpi_scale_trans.inverted())
plt.savefig('/tmp/test.png', bbox_inches=extent)
I learned this trick from Joe Kington here.
An easier solution seems to be:
fig.savefig('out.png', bbox_inches='tight', pad_inches=0)