SUN

displayName: SUN
labelTypes:
- Classification
license:
- Unknown
mediaTypes:
- Image
paperUrl: ""
publishDate: "2014"
publishUrl: https://vision.princeton.edu/projects/2010/SUN/
publisher:
- Princeton University
tags:
- Human
taskTypes:
- Image Classification

---
# 数据集介绍
## 简介
SUN Dataset 是一个用于场景理解的数据集，涵盖 899 个类别的 130,519 张图像。出版商使用 397 个采样良好的类别进行场景识别，并使用最先进的算法建立新的性能边界。该数据集由普林斯顿视觉和机器人实验室于 2014 年发布，是 SUN 数据库：从修道院到动物园的大规模场景识别、SUN 数据库：探索大量场景类别等论文的成果。
## 类定义
```
/a/abbey
/a/airplane_cabin
/a/airport_terminal
/a/alley
/a/amphitheater
/a/amusement_arcade
/a/amusement_park
/a/anechoic_chamber
/a/apartment_building/outdoor
/a/apse/indoor
/a/aquarium
/a/aqueduct
/a/arch
/a/archive
/a/arrival_gate/outdoor
/a/art_gallery
/a/art_school
/a/art_studio
/a/assembly_line
/a/athletic_field/outdoor
/a/atrium/public
/a/attic
/a/auditorium
/a/auto_factory
/b/badlands
/b/badminton_court/indoor
/b/baggage_claim
/b/bakery/shop
/b/balcony/exterior
/b/balcony/interior
/b/ball_pit
/b/ballroom
/b/bamboo_forest
/b/banquet_hall
/b/bar
/b/barn
/b/barndoor
/b/baseball_field
/b/basement
/b/basilica
/b/basketball_court/outdoor
/b/bathroom
/b/batters_box
/b/bayou
/b/bazaar/indoor
/b/bazaar/outdoor
/b/beach
/b/beauty_salon
/b/bedroom
/b/berth
/b/biology_laboratory
/b/bistro/indoor
/b/boardwalk
/b/boat_deck
/b/boathouse
/b/bookstore
/b/booth/indoor
/b/botanical_garden
/b/bow_window/indoor
/b/bow_window/outdoor
/b/bowling_alley
/b/boxing_ring
/b/brewery/indoor
/b/bridge
/b/building_facade
/b/bullring
/b/burial_chamber
/b/bus_interior
/b/butchers_shop
/b/butte
/c/cabin/outdoor
/c/cafeteria
/c/campsite
/c/campus
/c/canal/natural
/c/canal/urban
/c/candy_store
/c/canyon
/c/car_interior/backseat
/c/car_interior/frontseat
/c/carrousel
/c/casino/indoor
/c/castle
/c/catacomb
/c/cathedral/indoor
/c/cathedral/outdoor
/c/cavern/indoor
/c/cemetery
/c/chalet
/c/cheese_factory
/c/chemistry_lab
/c/chicken_coop/indoor
/c/chicken_coop/outdoor
/c/childs_room
/c/church/indoor
/c/church/outdoor
/c/classroom
/c/clean_room
/c/cliff
/c/cloister/indoor
/c/closet
/c/clothing_store
/c/coast
/c/cockpit
/c/coffee_shop
/c/computer_room
/c/conference_center
/c/conference_room
/c/construction_site
/c/control_room
/c/control_tower/outdoor
/c/corn_field
/c/corral
/c/corridor
/c/cottage_garden
/c/courthouse
/c/courtroom
/c/courtyard
/c/covered_bridge/exterior
/c/creek
/c/crevasse
/c/crosswalk
/c/cubicle/office
/d/dam
/d/delicatessen
/d/dentists_office
/d/desert/sand
/d/desert/vegetation
/d/diner/indoor
/d/diner/outdoor
/d/dinette/home
/d/dinette/vehicle
/d/dining_car
/d/dining_room
/d/discotheque
/d/dock
/d/doorway/outdoor
/d/dorm_room
/d/driveway
/d/driving_range/outdoor
/d/drugstore
/e/electrical_substation
/e/elevator/door
/e/elevator/interior
/e/elevator_shaft
/e/engine_room
/e/escalator/indoor
/e/excavation
/f/factory/indoor
/f/fairway
/f/fastfood_restaurant
/f/field/cultivated
/f/field/wild
/f/fire_escape
/f/fire_station
/f/firing_range/indoor
/f/fishpond
/f/florist_shop/indoor
/f/food_court
/f/forest/broadleaf
/f/forest/needleleaf
/f/forest_path
/f/forest_road
/f/formal_garden
/f/fountain
/g/galley
/g/game_room
/g/garage/indoor
/g/garbage_dump
/g/gas_station
/g/gazebo/exterior
/g/general_store/indoor
/g/general_store/outdoor
/g/gift_shop
/g/golf_course
/g/greenhouse/indoor
/g/greenhouse/outdoor
/g/gymnasium/indoor
/h/hangar/indoor
/h/hangar/outdoor
/h/harbor
/h/hayfield
/h/heliport
/h/herb_garden
/h/highway
/h/hill
/h/home_office
/h/hospital
/h/hospital_room
/h/hot_spring
/h/hot_tub/outdoor
/h/hotel/outdoor
/h/hotel_room
/h/house
/h/hunting_lodge/outdoor
/i/ice_cream_parlor
/i/ice_floe
/i/ice_shelf
/i/ice_skating_rink/indoor
/i/ice_skating_rink/outdoor
/i/iceberg
/i/igloo
/i/industrial_area
/i/inn/outdoor
/i/islet
/j/jacuzzi/indoor
/j/jail/indoor
/j/jail_cell
/j/jewelry_shop
/k/kasbah
/k/kennel/indoor
/k/kennel/outdoor
/k/kindergarden_classroom
/k/kitchen
/k/kitchenette
/l/labyrinth/outdoor
/l/lake/natural
/l/landfill
/l/landing_deck
/l/laundromat
/l/lecture_room
/l/library/indoor
/l/library/outdoor
/l/lido_deck/outdoor
/l/lift_bridge
/l/lighthouse
/l/limousine_interior
/l/living_room
/l/lobby
/l/lock_chamber
/l/locker_room
/m/mansion
/m/manufactured_home
/m/market/indoor
/m/market/outdoor
/m/marsh
/m/martial_arts_gym
/m/mausoleum
/m/medina
/m/moat/water
/m/monastery/outdoor
/m/mosque/indoor
/m/mosque/outdoor
/m/motel
/m/mountain
/m/mountain_snowy
/m/movie_theater/indoor
/m/museum/indoor
/m/music_store
/m/music_studio
/n/nuclear_power_plant/outdoor
/n/nursery
/o/oast_house
/o/observatory/outdoor
/o/ocean
/o/office
/o/office_building
/o/oil_refinery/outdoor
/o/oilrig
/o/operating_room
/o/orchard
/o/outhouse/outdoor
/p/pagoda
/p/palace
/p/pantry
/p/park
/p/parking_garage/indoor
/p/parking_garage/outdoor
/p/parking_lot
/p/parlor
/p/pasture
/p/patio
/p/pavilion
/p/pharmacy
/p/phone_booth
/p/physics_laboratory
/p/picnic_area
/p/pilothouse/indoor
/p/planetarium/outdoor
/p/playground
/p/playroom
/p/plaza
/p/podium/indoor
/p/podium/outdoor
/p/pond
/p/poolroom/establishment
/p/poolroom/home
/p/power_plant/outdoor
/p/promenade_deck
/p/pub/indoor
/p/pulpit
/p/putting_green
/r/racecourse
/r/raceway
/r/raft
/r/railroad_track
/r/rainforest
/r/reception
/r/recreation_room
/r/residential_neighborhood
/r/restaurant
/r/restaurant_kitchen
/r/restaurant_patio
/r/rice_paddy
/r/riding_arena
/r/river
/r/rock_arch
/r/rope_bridge
/r/ruin
/r/runway
/s/sandbar
/s/sandbox
/s/sauna
/s/schoolhouse
/s/sea_cliff
/s/server_room
/s/shed
/s/shoe_shop
/s/shopfront
/s/shopping_mall/indoor
/s/shower
/s/skatepark
/s/ski_lodge
/s/ski_resort
/s/ski_slope
/s/sky
/s/skyscraper
/s/slum
/s/snowfield
/s/squash_court
/s/stable
/s/stadium/baseball
/s/stadium/football
/s/stage/indoor
/s/staircase
/s/street
/s/subway_interior
/s/subway_station/platform
/s/supermarket
/s/sushi_bar
/s/swamp
/s/swimming_pool/indoor
/s/swimming_pool/outdoor
/s/synagogue/indoor
/s/synagogue/outdoor
/t/television_studio
/t/temple/east_asia
/t/temple/south_asia
/t/tennis_court/indoor
/t/tennis_court/outdoor
/t/tent/outdoor
/t/theater/indoor_procenium
/t/theater/indoor_seats
/t/thriftshop
/t/throne_room
/t/ticket_booth
/t/toll_plaza
/t/topiary_garden
/t/tower
/t/toyshop
/t/track/outdoor
/t/train_railway
/t/train_station/platform
/t/tree_farm
/t/tree_house
/t/trench
/u/underwater/coral_reef
/u/utility_room
/v/valley
/v/van_interior
/v/vegetable_garden
/v/veranda
/v/veterinarians_office
/v/viaduct
/v/videostore
/v/village
/v/vineyard
/v/volcano
/v/volleyball_court/indoor
/v/volleyball_court/outdoor
/w/waiting_room
/w/warehouse/indoor
/w/water_tower
/w/waterfall/block
/w/waterfall/fan
/w/waterfall/plunge
/w/watering_hole
/w/wave
/w/wet_bar
/w/wheat_field
/w/wind_farm
/w/windmill
/w/wine_cellar/barrel_storage
/w/wine_cellar/bottle_storage
/w/wrestling_ring/indoor
/y/yard
/y/youth_hostel
```
## 引文
```
@inproceedings{5539970,
author = {Jianxiong Xiao and
James Hays and
Krista A. Ehinger and
Aude Oliva and
Antonio Torralba},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/cvpr/XiaoHEOT10.bib},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
doi = {10.1109/CVPR.2010.5539970},
pages = {3485--3492},
publisher = {{IEEE} Computer Society},
timestamp = {Thu, 13 Jul 2017 01:00:00 +0200},
title = {{SUN} database: Large-scale scene recognition from abbey to zoo},
url = {https://doi.org/10.1109/CVPR.2010.5539970},
year = {2010}
}
```

## Download dataset
:modelscope-code[]{type="git"}

显示名称：SUN
标签类型：
- 分类
许可协议：
- 未知
媒体类型：
- 图像
论文链接：""
发布日期："2014"
发布链接：https://vision.princeton.edu/projects/2010/SUN/
发布方：
- 普林斯顿大学
标签：
- 人类
任务类型：
- 图像分类

---
# 数据集介绍
## 简介
SUN 数据集（SUN Dataset）是一款面向场景理解的图像数据集，涵盖899个类别的130,519张图像。发布方选取397个采样均衡的类别开展场景识别任务，并通过当前主流的先进算法建立了新的性能基准。该数据集由普林斯顿视觉与机器人实验室于2014年发布，其研究成果来自《SUN 数据库：从修道院到动物园的大规模场景识别》与《SUN 数据库：探索海量场景类别》两篇学术论文。
## 类定义

/a/abbey
/a/airplane_cabin
/a/airport_terminal
/a/alley
/a/amphitheater
/a/amusement_arcade
/a/amusement_park
/a/anechoic_chamber
/a/apartment_building/outdoor
/a/apse/indoor
/a/aquarium
/a/aqueduct
/a/arch
/a/archive
/a/arrival_gate/outdoor
/a/art_gallery
/a/art_school
/a/art_studio
/a/assembly_line
/a/athletic_field/outdoor
/a/atrium/public
/a/attic
/a/auditorium
/a/auto_factory
/b/badlands
/b/badminton_court/indoor
/b/baggage_claim
/b/bakery/shop
/b/balcony/exterior
/b/balcony/interior
/b/ball_pit
/b/ballroom
/b/bamboo_forest
/b/banquet_hall
/b/bar
/b/barn
/b/barndoor
/b/baseball_field
/b/basement
/b/basilica
/b/basketball_court/outdoor
/b/bathroom
/b/batters_box
/b/bayou
/b/bazaar/indoor
/b/bazaar/outdoor
/b/beach
/b/beauty_salon
/b/bedroom
/b/berth
/b/biology_laboratory
/b/bistro/indoor
/b/boardwalk
/b/boat_deck
/b/boathouse
/b/bookstore
/b/booth/indoor
/b/botanical_garden
/b/bow_window/indoor
/b/bow_window/outdoor
/b/bowling_alley
/b/boxing_ring
/b/brewery/indoor
/b/bridge
/b/building_facade
/b/bullring
/b/burial_chamber
/b/bus_interior
/b/butchers_shop
/b/butte
/c/cabin/outdoor
/c/cafeteria
/c/campsite
/c/campus
/c/canal/natural
/c/canal/urban
/c/candy_store
/c/canyon
/c/car_interior/backseat
/c/car_interior/frontseat
/c/carrousel
/c/casino/indoor
/c/castle
/c/catacomb
/c/cathedral/indoor
/c/cathedral/outdoor
/c/cavern/indoor
/c/cemetery
/c/chalet
/c/cheese_factory
/c/chemistry_lab
/c/chicken_coop/indoor
/c/chicken_coop/outdoor
/c/childs_room
/c/church/indoor
/c/church/outdoor
/c/classroom
/c/clean_room
/c/cliff
/c/cloister/indoor
/c/closet
/c/clothing_store
/c/coast
/c/cockpit
/c/coffee_shop
/c/computer_room
/c/conference_center
/c/conference_room
/c/construction_site
/c/control_room
/c/control_tower/outdoor
/c/corn_field
/c/corral
/c/corridor
/c/cottage_garden
/c/courthouse
/c/courtroom
/c/courtyard
/c/covered_bridge/exterior
/c/creek
/c/crevasse
/c/crosswalk
/c/cubicle/office
/d/dam
/d/delicatessen
/d/dentists_office
/d/desert/sand
/d/desert/vegetation
/d/diner/indoor
/d/diner/outdoor
/d/dinette/home
/d/dinette/vehicle
/d/dining_car
/d/dining_room
/d/discotheque
/d/dock
/d/doorway/outdoor
/d/dorm_room
/d/driveway
/d/driving_range/outdoor
/d/drugstore
/e/electrical_substation
/e/elevator/door
/e/elevator/interior
/e/elevator_shaft
/e/engine_room
/e/escalator/indoor
/e/excavation
/f/factory/indoor
/f/fairway
/f/fastfood_restaurant
/f/field/cultivated
/f/field/wild
/f/fire_escape
/f/fire_station
/f/firing_range/indoor
/f/fishpond
/f/florist_shop/indoor
/f/food_court
/f/forest/broadleaf
/f/forest/needleleaf
/f/forest_path
/f/forest_road
/f/formal_garden
/f/fountain
/g/galley
/g/game_room
/g/garage/indoor
/g/garbage_dump
/g/gas_station
/g/gazebo/exterior
/g/general_store/indoor
/g/general_store/outdoor
/g/gift_shop
/g/golf_course
/g/greenhouse/indoor
/g/greenhouse/outdoor
/g/gymnasium/indoor
/h/hangar/indoor
/h/hangar/outdoor
/h/harbor
/h/hayfield
/h/heliport
/h/herb_garden
/h/highway
/h/hill
/h/home_office
/h/hospital
/h/hospital_room
/h/hot_spring
/h/hot_tub/outdoor
/h/hotel/outdoor
/h/hotel_room
/h/house
/h/hunting_lodge/outdoor
/i/ice_cream_parlor
/i/ice_floe
/i/ice_shelf
/i/ice_skating_rink/indoor
/i/ice_skating_rink/outdoor
/i/iceberg
/i/igloo
/i/industrial_area
/i/inn/outdoor
/i/islet
/j/jacuzzi/indoor
/j/jail/indoor
/j/jail_cell
/j/jewelry_shop
/k/kasbah
/k/kennel/indoor
/k/kennel/outdoor
/k/kindergarden_classroom
/k/kitchen
/k/kitchenette
/l/labyrinth/outdoor
/l/lake/natural
/l/landfill
/l/landing_deck
/l/laundromat
/l/lecture_room
/l/library/indoor
/l/library/outdoor
/l/lido_deck/outdoor
/l/lift_bridge
/l/lighthouse
/l/limousine_interior
/l/living_room
/l/lobby
/l/lock_chamber
/l/locker_room
/m/mansion
/m/manufactured_home
/m/market/indoor
/m/market/outdoor
/m/marsh
/m/martial_arts_gym
/m/mausoleum
/m/medina
/m/moat/water
/m/monastery/outdoor
/m/mosque/indoor
/m/mosque/outdoor
/m/motel
/m/mountain
/m/mountain_snowy
/m/movie_theater/indoor
/m/museum/indoor
/m/music_store
/m/music_studio
/n/nuclear_power_plant/outdoor
/n/nursery
/o/oast_house
/o/observatory/outdoor
/o/ocean
/o/office
/o/office_building
/o/oil_refinery/outdoor
/o/oilrig
/o/operating_room
/o/orchard
/o/outhouse/outdoor
/p/pagoda
/p/palace
/p/pantry
/p/park
/p/parking_garage/indoor
/p/parking_garage/outdoor
/p/parking_lot
/p/parlor
/p/pasture
/p/patio
/p/pavilion
/p/pharmacy
/p/phone_booth
/p/physics_laboratory
/p/picnic_area
/p/pilothouse/indoor
/p/planetarium/outdoor
/p/playground
/p/playroom
/p/plaza
/p/podium/indoor
/p/podium/outdoor
/p/pond
/p/poolroom/establishment
/p/poolroom/home
/p/power_plant/outdoor
/p/promenade_deck
/p/pub/indoor
/p/pulpit
/p/putting_green
/r/racecourse
/r/raceway
/r/raft
/r/railroad_track
/r/rainforest
/r/reception
/r/recreation_room
/r/residential_neighborhood
/r/restaurant
/r/restaurant_kitchen
/r/restaurant_patio
/r/rice_paddy
/r/riding_arena
/r/river
/r/rock_arch
/r/rope_bridge
/r/ruin
/r/runway
/s/sandbar
/s/sandbox
/s/sauna
/s/schoolhouse
/s/sea_cliff
/s/server_room
/s/shed
/s/shoe_shop
/s/shopfront
/s/shopping_mall/indoor
/s/shower
/s/skatepark
/s/ski_lodge
/s/ski_resort
/s/ski_slope
/s/sky
/s/skyscraper
/s/slum
/s/snowfield
/s/squash_court
/s/stable
/s/stadium/baseball
/s/stadium/football
/s/stage/indoor
/s/staircase
/s/street
/s/subway_interior
/s/subway_station/platform
/s/supermarket
/s/sushi_bar
/s/swamp
/s/swimming_pool/indoor
/s/swimming_pool/outdoor
/s/synagogue/indoor
/s/synagogue/outdoor
/t/television_studio
/t/temple/east_asia
/t/temple/south_asia
/t/tennis_court/indoor
/t/tennis_court/outdoor
/t/tent/outdoor
/t/theater/indoor_procenium
/t/theater/indoor_seats
/t/thriftshop
/t/throne_room
/t/ticket_booth
/t/toll_plaza
/t/topiary_garden
/t/tower
/t/toyshop
/t/track/outdoor
/t/train_railway
/t/train_station/platform
/t/tree_farm
/t/tree_house
/t/trench
/u/underwater/coral_reef
/u/utility_room
/v/valley
/v/van_interior
/v/vegetable_garden
/v/veranda
/v/veterinarians_office
/v/viaduct
/v/videostore
/v/village
/v/vineyard
/v/volcano
/v/volleyball_court/indoor
/v/volleyball_court/outdoor
/w/waiting_room
/w/warehouse/indoor
/w/water_tower
/w/waterfall/block
/w/waterfall/fan
/w/waterfall/plunge
/w/watering_hole
/w/wave
/w/wet_bar
/w/wheat_field
/w/wind_farm
/w/windmill
/w/wine_cellar/barrel_storage
/w/wine_cellar/bottle_storage
/w/wrestling_ring/indoor
/y/yard
/y/youth_hostel

## 引文

@inproceedings{5539970,
author = {肖建雄、詹姆斯·海斯、克里斯塔·A·埃林格、奥德·奥利瓦、安东尼奥·托拉尔巴},
bibsource = {dblp计算机科学文献库, https://dblp.org},
biburl = {https://dblp.org/rec/conf/cvpr/XiaoHEOT10.bib},
booktitle = {第23届IEEE计算机视觉与模式识别会议（CVPR 2010），美国加利福尼亚州旧金山，2010年6月13日至18日},
doi = {10.1109/CVPR.2010.5539970},
pages = {3485--3492},
publisher = {{IEEE}计算机协会},
timestamp = {2017年7月13日，星期四，01:00:00 +0200},
title = {{SUN} 数据库：从修道院到动物园的大规模场景识别},
url = {https://doi.org/10.1109/CVPR.2010.5539970},
year = {2010}
}

## 下载数据集
:modelscope-code[]{type="git"}