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dsager/look_at_images.rb

Created February 6, 2017 11:14
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Google Cloud Vision: Devex Article Images 2016
Raw
look_at_images.rb
# Script to get Google CLoud Vision annotations for a bunch of images
# Images in /images are expected to be also present in the specified GCS bucket
#
# setup:
# gem install google-cloud-vision
# export GOOGLE_CLOUD_PROJECT="XX-XX"
# export GOOGLE_CLOUD_KEYFILE="~/path/to/XX-XX.json"
#
require 'google/cloud/vision'
vision = Google::Cloud::Vision.new
results = []
puts 'Looking at pictures'
Dir['images/*']
.each do |f|
begin
annotation = vision.annotate vision.image("gs://retroretro/#{f}"),
labels: true,
landmarks: true,
logos: true,
faces: false,
text: false
data = {
labels:
annotation.labels.select { |l| l.score > 0.8 }.map(&:description),
landmarks:
annotation.landmarks.select { |l| l.score > 0.8 }.map(&:description),
logos:
annotation.logos.select { |l| l.score > 0.8 }.map(&:description)
}
if data[:labels].count > 0 || data[:landmarks].count > 0 || data[:logos].count > 0
results << data
print '.'
else
print '-'
end
rescue StandardError => e
puts e.message
print 'x'
end
end
puts ''
puts 'Writing down thoughts'
File.write('results.json', results.to_json)
puts 'Done, bye.'
Raw
parse_results.rb
# Script to analyze Google Cloud Vision annotation results
# produced by look_at_images.rb
#
# Result file is expected to have the following structure:
# [
# {
# "labels": ["photograph","person","blue","man","male"],
# "landmarks": [],
# "logos":[]
# },
# {
# "labels": ["person","green"],
# "landmarks": ["eiffel-tower"],
# "logos":["usaid"]
# }
# ]
#
results_json = File.read('results.json')
require 'json'
results = JSON.parse(results_json, symbolize_names: true)
label_counts = Hash.new(0)
landmark_counts = Hash.new(0)
logo_counts = Hash.new(0)
results.each do |result|
result[:labels].each { |label| label_counts[label] += 1 }
result[:landmarks].each { |landmark| landmark_counts[landmark] += 1 }
result[:logos].each { |logo| logo_counts[logo] += 1 }
end
def print_top(counts_hash, type)
puts '', '%' * 60, "#{type.ljust(50)} count", '-' * 60
counts_hash
.sort_by(&:last)
.last(50)
.reverse
.each { |k, v| puts "#{k.ljust(50)} #{v}" }
puts ''
end
print_top(label_counts, 'LABEL')
print_top(landmark_counts, 'LANDMARK')
print_top(logo_counts, 'LOGO')
Raw
results.json
[
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"child"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"green",
"snapshot"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"line"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"man",
"child"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"social group",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"auditorium"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"metropolitan area",
"skyscraper",
"metropolis",
"skyline",
"city",
"transport",
"cityscape",
"urban area",
"landmark",
"human settlement"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"aerial photography",
"town",
"city",
"cityscape",
"metropolis",
"photography",
"residential area",
"bird's eye view",
"skyline",
"neighbourhood",
"urban area",
"human settlement"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"social group"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"room"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"landmark",
"city",
"urban area"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"market",
"public space",
"city"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"smartphone",
"mobile phone",
"blue"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"library",
"building",
"room"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"house",
"property",
"neighbourhood",
"building",
"architecture",
"residential area"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"man made object",
"transport",
"structure"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"mountainous landforms",
"sky",
"mountain",
"geographical feature",
"landform",
"wilderness",
"mountain range",
"natural environment",
"road",
"grassland",
"horizon"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"crowd"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"flag",
"blue",
"flag of the united states"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"photograph",
"person",
"man"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"amusement park"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"people",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"green"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"agriculture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"tower block",
"landmark",
"skyscraper",
"urban area",
"architecture",
"city"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"blue"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"transport"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"chandelier",
"light fixture",
"light"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"display device"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"child"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"human positions"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"writing"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"town"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"cash"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"blue",
"audio equipment"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"photograph",
"snapshot",
"photography",
"lady",
"girl",
"beauty"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"red",
"flag",
"flag of the united states"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"clothing",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"demolition",
"geological phenomenon"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"agriculture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"river",
"water"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"protest",
"people",
"demonstration"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"close up"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"social group",
"person",
"man",
"senior citizen"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"facial expression",
"face",
"person",
"senior citizen",
"nose",
"smile"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"speech",
"academic conference"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"public speaking",
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"web page",
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"cartoon"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"red"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"wind farm",
"wind turbine",
"windmill"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"finger"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"sea"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"blue"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"social group"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"bicycle",
"cycling",
"road",
"vehicle"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"ceremony"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"money",
"cash"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture",
"soil",
"field",
"natural environment"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"ecosystem"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"soil",
"agriculture",
"field"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"geological phenomenon"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"boat",
"vehicle"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"clothing"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture",
"green",
"field",
"paddy field"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"money",
"currency"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"distilled beverage"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"cheering"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"blue"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"transport",
"crowd"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"bus",
"vehicle",
"land vehicle",
"transport",
"metropolitan area",
"mode of transport"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"flag",
"blue"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture",
"field",
"grassland"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"crowd",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"road",
"atmospheric phenomenon",
"city",
"landmark",
"weather",
"urban area",
"lane",
"street"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"social group",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"sky",
"natural environment"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"skyline",
"metropolitan area",
"city",
"metropolis",
"geographical feature",
"skyscraper",
"landmark",
"night",
"human settlement",
"cityscape"
],
"landmarks": [
"Seattle"
],
"logos": []
},
{
"labels": [
"social group",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"slum",
"town"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"web page"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"red"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"red",
"light"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"structure",
"landmark",
"column"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"blue",
"person",
"photography",
"beauty"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"social group",
"people",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"transport",
"vehicle"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"sky",
"photograph",
"blue",
"light"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"finger",
"nail"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"clothing"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"person",
"social group",
"child"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"human action",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"image"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"green",
"nature",
"agriculture",
"flora",
"grass"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"social group",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"font"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"surgical technologist"
],
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"man",
"male"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"social group",
"crowd",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"sports"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"social group"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"public space",
"vendor",
"city"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"water"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"corporate headquarters",
"commercial building",
"building",
"architecture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"product"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"metropolitan area",
"skyline",
"city",
"geographical feature",
"cityscape",
"landmark",
"tower block",
"metropolis",
"urban area",
"skyscraper",
"downtown",
"human settlement",
"neighbourhood",
"town"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"flag",
"blue",
"yellow",
"flag of the united states"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"people",
"social group",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"photograph"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"natural environment",
"ecosystem"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"plant",
"aquifoliaceae",
"flora"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"vehicle",
"land vehicle",
"bus",
"transport",
"metropolitan area"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"plant",
"food",
"fruit",
"produce"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"slum",
"town",
"earthquake",
"neighbourhood",
"geological phenomenon",
"urban area"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"web page",
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"face",
"senior citizen"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"crowd",
"audience",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"public speaking"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"social group",
"green"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture",
"field",
"plantation"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"people",
"crowd",
"road",
"city",
"public space"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"mammal",
"herd"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"slum",
"waste"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"facial expression",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"soil",
"tree",
"agriculture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"red"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"agriculture"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"transport",
"landmark",
"town"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"child",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"flag",
"sky",
"red",
"blue",
"flower"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"crowd"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"academic conference"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"metropolitan area",
"metropolis",
"cityscape",
"skyline",
"skyscraper",
"aerial photography",
"city",
"geographical feature",
"urban area",
"human settlement"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"money",
"cash",
"currency"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"neighbourhood",
"house",
"town",
"roof"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text",
"product"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"space station",
"atmosphere"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"people"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"people",
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"text"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"speech"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"social group",
"people",
"crowd",
"audience"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"snow",
"sky",
"winter",
"weather"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"person"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"flag"
],
"landmarks": [],
"logos": []
},
{
"labels": [
"color",
"photograph",
"person",
"people",
"red",
"fun",
"man",
"child",
"male"
],
"landmarks": [],
"logos": []
}
]
Raw
results.txt
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
LABEL count
------------------------------------------------------------
person 369
people 273
text 110
color 105
crowd 86
blue 59
city 57
speech 52
social group 48
font 45
landmark 43
urban area 42
man 35
red 30
agriculture 30
face 28
metropolitan area 27
child 27
human settlement 25
green 25
facial expression 24
neighbourhood 23
photography 23
town 23
vehicle 22
cityscape 22
geographical feature 21
transport 21
metropolis 21
natural environment 20
woman 19
photograph 19
skyline 19
nose 18
structure 18
building 18
hair 17
beauty 17
road 17
audience 17
skyscraper 17
sky 16
aerial photography 16
white 15
public speaking 15
cash 15
light 15
yellow 13
ecosystem 13
field 13
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
LANDMARK count
------------------------------------------------------------
Parliament House 2
World Economic Forum 2
Houses of Parliament 2
John F. Kennedy Presidential Library and Museum 1
Palace of Nations 1
Thames River 1
Saint Peter's Square 1
Security Council Chambers 1
Seattle 1
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
LOGO count
------------------------------------------------------------
Marie Stopes International 1
World Bank 1
World Economic Forum 1
Charlie Hebdo 1
China 5 Yuan 1
For All Mankind (1989) 1
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