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matplotlib/examples/mplot3d/projections.py at getmaskarray · oscargus/matplotlib · GitHub
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getmaskarray
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matplotlib
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examples
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mplot3d
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projections.py
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matplotlib
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examples
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mplot3d
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projections.py
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"""
========================
3D plot projection types
========================
Demonstrates the different camera projections for 3D plots, and the effects of
changing the focal length for a perspective projection. Note that Matplotlib
corrects for the 'zoom' effect of changing the focal length.
The default focal length of 1 corresponds to a Field of View (FOV) of 90 deg.
An increased focal length between 1 and infinity "flattens" the image, while a
decreased focal length between 1 and 0 exaggerates the perspective and gives
the image more apparent depth. In the limiting case, a focal length of
infinity corresponds to an orthographic projection after correction of the
zoom effect.
You can calculate focal length from a FOV via the equation:
.. math::
1 /
\\
tan (
\\
mathrm{FOV} / 2)
Or vice versa:
.. math::
\\
mathrm{FOV} = 2
\\
arctan (1 /
\\
mathrm{focal length})
"""
from
mpl_toolkits
.
mplot3d
import
axes3d
import
matplotlib
.
pyplot
as
plt
fig
,
axs
=
plt
.
subplots
(
1
,
3
,
subplot_kw
=
{
'projection'
:
'3d'
})
# Get the test data
X
,
Y
,
Z
=
axes3d
.
get_test_data
(
0.05
)
# Plot the data
for
ax
in
axs
:
ax
.
plot_wireframe
(
X
,
Y
,
Z
,
rstride
=
10
,
cstride
=
10
)
# Set the orthographic projection.
axs
[
0
].
set_proj_type
(
'ortho'
)
# FOV = 0 deg
axs
[
0
].
set_title
(
"'ortho'
\n
focal_length = ∞"
,
fontsize
=
10
)
# Set the perspective projections
axs
[
1
].
set_proj_type
(
'persp'
)
# FOV = 90 deg
axs
[
1
].
set_title
(
"'persp'
\n
focal_length = 1 (default)"
,
fontsize
=
10
)
axs
[
2
].
set_proj_type
(
'persp'
,
focal_length
=
0.2
)
# FOV = 157.4 deg
axs
[
2
].
set_title
(
"'persp'
\n
focal_length = 0.2"
,
fontsize
=
10
)
plt
.
show
()
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