removed out-of-data anms demo notebook

%% Cell type:code id: tags:

``` python

import os

import sys

sys.path.insert(0, os.path.abspath('..'))

from autocnet.examples import get_path

from autocnet.graph.network import CandidateGraph

from autocnet.matcher.matcher import FlannMatcher

from IPython.display import display

%pylab qt4

```

%% Output

    Populating the interactive namespace from numpy and matplotlib

%% Cell type:code id: tags:

``` python

serial_numbers = {'AS15-M-0295_SML.png': '1971-07-31T01:24:11.754',

                               'AS15-M-0296_SML.png': '1971-07-31T01:24:36.970',

                               'AS15-M-0297_SML.png': '1971-07-31T01:25:02.243',

                               'AS15-M-0298_SML.png': '1971-07-31T01:25:27.457',

                               'AS15-M-0299_SML.png': '1971-07-31T01:25:52.669',

                               'AS15-M-0300_SML.png': '1971-07-31T01:26:17.923'}

for k, v in serial_numbers.items():

    serial_numbers[k] = 'APOLLO15/METRIC/{}'.format(v)

```

%% Cell type:code id: tags:

``` python

adjacency = get_path('two_image_adjacency.json')

basepath = get_path('Apollo15')

cg = CandidateGraph.from_adjacency(adjacency, basepath=basepath)

cg.plot()

```

%% Output

    <matplotlib.axes._subplots.AxesSubplot at 0x7fabc74fe630>

%% Cell type:code id: tags:

``` python

cg.extract_features(method='sift', extractor_parameters={"nfeatures":500})

```

%% Cell type:code id: tags:

``` python

for i, node in cg.nodes_iter(data=True):

    node.anms(nfeatures=100)

```

%% Cell type:markdown id: tags:

The even and odd figure numbers can be blinked to see pre- and post-ANMS keypoints.

%% Cell type:code id: tags:

``` python

for i, node in cg.nodes_iter(data=True):

    figure(i)

    node.plot()

    plt.title(node.image_name + ': Before ANMS')

    figure(i+2)

    node.plot(clean_keys=['anms'])

    plt.title(node.image_name + ': After ANMS')

```

%% Cell type:code id: tags:

``` python

```