#######################################################
# Copyright (c) 2015, ArrayFire
# All rights reserved.
#
# This file is distributed under 3-clause BSD license.
# The complete license agreement can be obtained at:
# http://arrayfire.com/licenses/BSD-3-Clause
########################################################
"""
Features class used for Computer Vision algorithms.
"""
from .library import *
from .array import *
import numbers
[docs]class Features(object):
"""
A container class used for various feature detectors.
Parameters
----------
num: optional: int. default: 0.
Specifies the number of features.
"""
def __init__(self, num=0):
self.feat = c_void_ptr_t(0)
if num is not None:
assert(isinstance(num, numbers.Number))
safe_call(backend.get().af_create_features(c_pointer(self.feat), c_dim_t(num)))
def __del__(self):
"""
Release features' memory
"""
if self.feat:
backend.get().af_release_features(self.feat)
self.feat = None
[docs] def num_features(self):
"""
Returns the number of features detected.
"""
num = c_dim_t(0)
safe_call(backend.get().af_get_features_num(c_pointer(num), self.feat))
return num
[docs] def get_xpos(self):
"""
Returns the x-positions of the features detected.
"""
out = Array()
safe_call(backend.get().af_get_features_xpos(c_pointer(out.arr), self.feat))
return out
[docs] def get_ypos(self):
"""
Returns the y-positions of the features detected.
"""
out = Array()
safe_call(backend.get().af_get_features_ypos(c_pointer(out.arr), self.feat))
return out
[docs] def get_score(self):
"""
Returns the scores of the features detected.
"""
out = Array()
safe_call(backend.get().af_get_features_score(c_pointer(out.arr), self.feat))
return out
[docs] def get_orientation(self):
"""
Returns the orientations of the features detected.
"""
out = Array()
safe_call(backend.get().af_get_features_orientation(c_pointer(out.arr), self.feat))
return out
[docs] def get_size(self):
"""
Returns the sizes of the features detected.
"""
out = Array()
safe_call(backend.get().af_get_features_size(c_pointer(out.arr), self.feat))
return out
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