Now really commit all changes.

This commit is contained in:
Ralf Gommers
2009-10-11 21:42:11 +02:00
parent 79e0b6c1b6
commit 1a84c71685
2 changed files with 55 additions and 35 deletions
+1
View File
@@ -1,3 +1,4 @@
from pil_imread import *
from sift import *
from io import *
+54 -35
View File
@@ -2,7 +2,7 @@
from __future__ import with_statement
__all__ = ['MultiImage', 'ImgCollection', 'imread']
__all__ = ['MultiImage', 'ImageCollection', 'imread']
from glob import glob
import os.path
@@ -114,7 +114,7 @@ class MultiImage(object):
"""
numframes = self._numframes
if -numframes <= n < numframes:
n = n% numframes
n = n % numframes
else:
raise IndexError, "There are only %s frames in the image"%numframes
@@ -143,24 +143,35 @@ class MultiImage(object):
class ImageCollection(object):
"""Load and manage a collection of images."""
def __init__(self, file_pattern, conserve_memory=True, grey=False):
def __init__(self, file_pattern, conserve_memory=True, as_grey=False):
"""Load image files.
Note that files are always stored in alphabetical order.
Input:
------
file_pattern : string
Path and pattern of files to load, e.g. ``data/*.jpg``.
conserve_memory : bool
Parameters
----------
file_pattern : str or list of str
Path(s) and pattern(s) of files to load. The path can be absolute
or relative. If given as a list of strings, each string in the list
is a separate pattern. Files are found by passing the pattern(s) to
the ``glob.glob`` function.
conserve_memory : bool, optional
If True, never keep more than one in memory at a specific
time. Otherwise, images will be cached once they are loaded.
grey : bool
If True, convert the input images to grey-scale.
as_grey : bool, optional
If True, convert the input images to grey-scale. This does not
affect images that are already in a grey-scale format.
Example:
Attributes
----------
files : list of str
A list of files in the collection, ordered alphabetically.
as_grey : bool
Whether images are converted to grey-scale.
Examples
--------
>>> from os.path import dirname, join
>>> from os.path import dirname, join #doctest: +SKIP
>>> data_dir = join(dirname(__file__), 'tests')
>>> c = ImageCollection(data_dir + '/*.png')
@@ -168,47 +179,55 @@ class ImageCollection(object):
3
>>> c[2].shape
(20, 20, 3)
"""
self.files = sorted(glob(file_pattern))
if isinstance(file_pattern, basestring):
self._files = sorted(glob(file_pattern))
elif isinstance(file_pattern, list):
self._files = []
for pattern in file_pattern:
self._files.extend(glob(pattern))
self._files.sort()
if conserve_memory:
memory_slots = 1
else:
memory_slots = len(self.files)
memory_slots = len(self._files)
self.conserve_memory = conserve_memory
self.grey = grey
self._cached = None
#TODO: make as_grey a property, or provide a setter that reloads data
self.as_grey = as_grey
self.data = np.empty(memory_slots, dtype=object)
def __getitem__(self, n, _cached=np.array(-1)):
"""Return image n in the queue.
@property
def files(self):
return self._files
def __getitem__(self, n):
"""Return image n in the collection.
Loading is done on demand.
Input:
------
Parameters
----------
n : int
Number of image required.
The image number to be returned.
Output:
Returns
-------
img : array
Image #n in the collection.
img : ndarray
The `n`-th image in the collection.
"""
num = len(self.files)
if -num <= n < num:
n = n % num
else:
raise IndexError, "There are only %s images in the collection"%num
idx = n % len(self.data)
if (_cached != n and self.conserve_memory) or (self.data[idx] is None):
image_data = imread(self.files[n], self.grey)
#with file(self.files[n]) as f:
#exif = EXIF.process_file(f)
#self.data[idx] = Img(image_data,
#filename=os.path.basename(self.files[n]),
#EXIF=exif, info={})
_cached.flat = n
print num, idx, n
if (self.conserve_memory and n != self._cached) or (self.data[idx] is None):
self.data[idx] = imread(self.files[n], self.as_grey)
return self.data[idx]