lot's of signs advertising their brands
a couple of people crossing the busy intersection
a series of cars waiting to go through
a green up ("go") symbol
yellow crosswalk signs
a couple of buses in the background
an arrow sign pointing towards the ground
a couple of people walking towards the sidewalk
a brightly lit sign in the background
a red trashcan in the background
people crossing the street
black retangular sign with white letters
two arrows pointing up
white lines crossing each other in the street
a white woman on a billboard
a red sign with white arrow pointing left
vehicles driving in the direction of the camera
a red trash can on the sidewalk
a long line of people on the sidewalk
two double decker busses next to each other
people are crossing the street
a red car in the street
a sign for a store
a billboard with a woman on it
a dark red car in the street
people on the sidewalk
a red trash can
a black kaiser sign
green sign with white arrow
white stripes on the street
a keep left sign
cars driving down a city street
Store sign for The Body Shop
a couple walking across an intersection
a busy city sidewalk
shops along a busy city street
a city tour bus in a busy lane of traffic
zebra crossing on a city street
advertisement featuring an Asian model
divider in the middle of a very busy street
people crossing the street
median in the road
cars and buses on the road
yellow lines in the road
a metal post in the median
banners attached to the post
people on the sidewalk
a traffic signal
white lines on the road

Objects:
signs
people
intersection
car
symbol
crosswalk
buses
background
brand
brand
brand
sign
sign
sign
sign
sign
brand
brand
person
sidewalk
line
woman
billboard
trash can
people
sign
body shop
divider
post

Attributes:
name: signs
attrs: advertising
name: people
attrs: crossing
name: intersection
attrs: busy
name: car
attrs: red
waiting
name: symbol
attrs: pointing up
green
name: crosswalk
attrs: yellow
name: buses
attrs: double decker
name: background
name: brand
attrs: advertising
name: sign
attrs: red
advertising
keep left
lit
rectangular
black
name: person
name: sidewalk
name: line
attrs: yellow
white
name: woman
attrs: asian
name: billboard
name: trash can
attrs: red
name: body shop
name: divider
name: post
attrs: metal

Contrastive attributes: