Try hasattr()
:
if hasattr(a, 'property'):
a.property
See zweiterlinde's answer below, who offers good advice about asking forgiveness! A very pythonic approach!
The general practice in python is that, if the property is likely to be there most of the time, simply call it and either let the exception propagate, or trap it with a try/except block. This will likely be faster than hasattr
. If the property is likely to not be there most of the time, or you're not sure, using hasattr
will probably be faster than repeatedly falling into an exception block.
There are two built-in functions that help you identify the type of an object. You can use type()
if you need the exact type of an object, and isinstance()
to check an object’s type against something. Usually, you want to use isinstance()
most of the times since it is very robust and also supports type inheritance.
To get the actual type of an object, you use the built-in type()
function. Passing an object as the only parameter will return the type object of that object:
>>> type([]) is list
True
>>> type({}) is dict
True
>>> type('') is str
True
>>> type(0) is int
True
This of course also works for custom types:
>>> class Test1 (object):
pass
>>> class Test2 (Test1):
pass
>>> a = Test1()
>>> b = Test2()
>>> type(a) is Test1
True
>>> type(b) is Test2
True
Note that type()
will only return the immediate type of the object, but won’t be able to tell you about type inheritance.
>>> type(b) is Test1
False
To cover that, you should use the isinstance
function. This of course also works for built-in types:
>>> isinstance(b, Test1)
True
>>> isinstance(b, Test2)
True
>>> isinstance(a, Test1)
True
>>> isinstance(a, Test2)
False
>>> isinstance([], list)
True
>>> isinstance({}, dict)
True
isinstance()
is usually the preferred way to ensure the type of an object because it will also accept derived types. So unless you actually need the type object (for whatever reason), using isinstance()
is preferred over type()
.
The second parameter of isinstance()
also accepts a tuple of types, so it’s possible to check for multiple types at once. isinstance
will then return true, if the object is of any of those types:
>>> isinstance([], (tuple, list, set))
True
Best Answer
Getting the dominant colors may be achieved using the following simple approach:
EDIT: take only the center of the image:
EDIT: count cluster pixels, order clusters by cluster size
You can remove BG and skin pixels with this kind of preprocessing