woman walking with umbrella in public.
lady walks with umbrella.
a lady outside with an umbrella and bag.
a pink umbrella covering a woman.
hand holding a dark bag.
Two feet on the ground.
woman dressed in dark clothing.
a car in the street.
cement pavement in view.
person with a green umbrella.
The woman is holding a red umbrella
The woman is carrying a black purse
The woman is carrying a purse
The woman has short hair
The woman is looking to the left
The woman is wearing a long coat
The woman is wearing a long black coat
The woman is wearing a coat
The woman is on a sidewalk
The woman is holding a umbrella with her right hand
a woman with a red umbrella is walking down the street
woman is holding a bag and a purse
a taxi parked at the curb
woman is wearing long black coat
the pavement is slick with rain
face of the woman
person walking down the street
treetop in the background
the side of a building
a green umbrella
Woman holding red umbrella.
Woman walking on the sidewalk holding  red umbrella over her head.
Purse and plastic bag in woman's hand.
Umbrella over the woman's head.
Red umbrella in woman's right hand.
Car parked on the side of the street.
Car near the curb on the street.
Man walking on the sidewalk facing the woman in black coat.
Man holding a green umbrella walking on the sidewalk.
Woman and man walking on the sidewalk holding umbrellas.
Woman walking down sidewalk with umbrella.
A red open umbrella.
Woman carrying black purse by straps.
Woman carrying package in white bag.
Man carrying green closed umbrella.
Woman dressed in long black raincoat.
Man dressed in gray sweater.
Multi colored cab parked on side of street.
Man dressed in black pants.
Tree growing on sidewalk.

Objects:
woman
umbrella
lady
bag
feet
car
pavement
umbrella
purse
hair
coat
sidewalk
umbrella
street
purse
bag
taxi
curb
person
street
treetop
building
sidewalk
hand
bag
purse
head
hand
street
street
sidewalk
coat
man
sidewalk
umbrella
umbrella
umbrella
man
sidewalk
umbrella
purse
bag
man
raincoat
sweater
street
cab
pants
trees
sidewalk.
tree

Attributes:
name: woman
attrs: dressed
walking
name: umbrella
attrs: red
visible]
pink
green
name: lady
name: bag
attrs: plastic
white
name: feet
name: car
name: pavement
attrs: cement
slick
name: purse
attrs: carried
black
name: hair
attrs: short
name: coat
attrs: long
black
name: sidewalk
name: street
name: taxi
name: curb
name: person
name: treetop
name: building
name: hand
name: head
name: man
attrs: green
name: raincoat
attrs: black
name: sweater
attrs: gray
name: cab
attrs: colored
name: pants
name: trees
attrs: growing
name: sidewalk.
name: tree

Contrastive attributes:
attr1: red
attr2: green
nouns: umbrella