Computer Vision - Detection Datasets
Classification
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
- arxiv: http://arxiv.org/abs/1506.08959
- project page: http://mmlab.ie.cuhk.edu.hk/datasets/comp_cars/index.html
Detection
PASCAL VOC
Microsoft COCO
- homepage: http://mscoco.org/
- github: https://github.com/pdollar/coco
- github(Fast R-CNN, COCO-branch): https://github.com/rbgirshick/fast-rcnn/tree/coco
ImageNet
Categories
| PASCAL VOC | COCO | ImageNet | |
|---|---|---|---|
| 1 | Aeroplane | person | accordion |
| 2 | Bicycle | bicycle | airplane |
| 3 | Bird | car | ant |
| 4 | Boat | motorcycle | antelope (羚羊) |
| 5 | Bottle | airplane | apple |
| 6 | Bus | bus | armadillo (犰狳) |
| 7 | Car | train | artichoke (洋蓟) |
| 8 | Cat | truck | axe |
| 9 | Chair | boat | baby bed |
| 10 | Cow | traffic light | backpack |
| 11 | Dining table | fire hydrant | bagel (百吉饼) |
| 12 | Dog | stop sign | balance beam (平衡木) |
| 13 | Horse | parking meter | banana |
| 14 | Motorbike | bench | band aid |
| 15 | Person | bird | banjo (班卓琴) |
| 16 | Potted plant | cat | baseball |
| 17 | Sheep | dog | basketball |
| 18 | Sofa | horse | bathing cap (游泳帽) |
| 19 | Train | sheep | beaker (烧杯) |
| 20 | TV/Monitor | cow | bear |
| 21 | elephant | bee | |
| 22 | bear | bell pepper (灯笼椒) | |
| 23 | zebra | bench | |
| 24 | giraffe (长颈鹿) | bicycle | |
| 25 | backpack | binder (粘合剂/活页夹) | |
| 26 | umbrella | bird | |
| 27 | handbag | bookshelf | |
| 28 | tie | bow | |
| 29 | suitcase | bow tie (领结) | |
| 30 | frisbee (飞盘) | bowl | |
| 31 | skis (滑雪橇) | brassiere (胸罩) | |
| 32 | snowboard (滑雪板) | burrito (玉米煎饼) | |
| 33 | sports ball | bus | |
| 34 | kite | butterfly | |
| 35 | baseball bat | camel | |
| 36 | baseball glove | can opener | |
| 37 | skateboard | car | |
| 38 | surfboard | cart | |
| 39 | tennis racket | cattle | |
| 40 | bottle | cello (大提琴) | |
| 41 | wine glass | centipede (蜈蚣) | |
| 42 | cup | chain saw | |
| 43 | fork | chair | |
| 44 | knife | chime (钟/风铃) | |
| 45 | spoon | cocktail shaker | |
| 46 | bowl | coffee maker | |
| 47 | banana | computer keyboard | |
| 48 | apple | computer mouse | |
| 49 | sandwich | corkscrew (螺丝锥) | |
| 50 | orange | cream (奶油) | |
| 51 | broccoli (西兰花) | croquet ball (槌球) | |
| 52 | carrot | crutch (拐杖) | |
| 53 | hot dog | cucumber (黄瓜) | |
| 54 | pizza | cup or mug | |
| 55 | donut | diaper | |
| 56 | cake | digital clock | |
| 57 | chair | dishwasher | |
| 58 | couch | dog | |
| 59 | potted plant | domestic cat | |
| 60 | bed | dragonfly | |
| 61 | dining table | drum | |
| 62 | toilet | dumbbell | |
| 63 | tv | electric fan | |
| 64 | laptop | elephant | |
| 65 | mouse | face powder | |
| 66 | remote | fig | |
| 67 | keyboard | filing cabinet | |
| 68 | cell phone | flower pot | |
| 69 | microwave | flute (长笛) | |
| 70 | oven (烤炉) | fox | |
| 71 | toaster | french horn | |
| 72 | sink | frog | |
| 73 | refrigerator | frying pan | |
| 74 | book | giant panda | |
| 75 | clock | goldfish | |
| 76 | vase | golf ball | |
| 77 | scissors | golfcart | |
| 78 | teddy bear | guacamole (鳄梨色拉酱) | |
| 79 | hair drier | guitar | |
| 80 | toothbrush | hair dryer | |
| 81 | hair spray (发胶) | ||
| 82 | hamburger | ||
| 83 | hammer | ||
| 84 | hamster (仓鼠) | ||
| 85 | harmonica (口琴) | ||
| 86 | harp (竖琴) | ||
| 87 | hat with a wide brim | ||
| 88 | head cabbage (卷心菜) | ||
| 89 | helmet | ||
| 90 | hippopotamus (河马) | ||
| 91 | horizontal bar (单杠) | ||
| 92 | horse | ||
| 93 | hotdog | ||
| 94 | iPod | ||
| 95 | isopod (等足类动物) | ||
| 96 | jellyfish (水母) | ||
| 97 | koala bear (树袋熊) | ||
| 98 | ladle (长柄勺) | ||
| 99 | ladybug (瓢虫) | ||
| 100 | lamp | ||
| 101 | laptop | ||
| 102 | lemon | ||
| 103 | lion | ||
| 104 | lipstick | ||
| 105 | lizard (蜥蜴) | ||
| 106 | lobster (龙虾) | ||
| 107 | maillot (紧身衣/足球衫) | ||
| 108 | maraca (沙球) | ||
| 109 | microphone | ||
| 110 | microwave | ||
| 111 | milk can | ||
| 112 | miniskirt | ||
| 113 | monkey | ||
| 114 | motorcycle | ||
| 115 | mushroom | ||
| 116 | nail | ||
| 117 | neck brace | ||
| 118 | oboe (双簧管) | ||
| 119 | orange | ||
| 120 | otter (水獭) | ||
| 121 | pencil box | ||
| 122 | pencil sharpener | ||
| 123 | perfume | ||
| 124 | person | ||
| 125 | piano | ||
| 126 | pineapple (菠萝) | ||
| 127 | ping-pong ball | ||
| 128 | pitcher (大水罐) | ||
| 129 | pizza | ||
| 130 | plastic bag | ||
| 131 | plate rack (餐具架) | ||
| 132 | pomegranate (石榴) | ||
| 133 | popsicle (棒冰) | ||
| 134 | porcupine (箭猪) | ||
| 135 | power drill (机械钻) | ||
| 136 | pretzel (椒盐卷饼) | ||
| 137 | printer | ||
| 138 | puck (冰球) | ||
| 139 | punching bag | ||
| 140 | purse | ||
| 141 | rabbit | ||
| 142 | racket (球拍) | ||
| 143 | ray | ||
| 144 | red panda (小熊猫) | ||
| 145 | refrigerator | ||
| 146 | remote control | ||
| 147 | rubber eraser (橡皮) | ||
| 148 | rugby ball (橄榄球) | ||
| 149 | ruler | ||
| 150 | salt or pepper shaker | ||
| 151 | saxophone (萨克斯管) | ||
| 152 | scorpion | ||
| 153 | screwdriver (螺丝刀) | ||
| 154 | seal (海豹/印章) | ||
| 155 | sheep | ||
| 156 | ski | ||
| 157 | skunk (臭鼬) | ||
| 158 | snail | ||
| 159 | snake | ||
| 160 | snowmobile (机动雪橇) | ||
| 161 | snowplow (雪犁) | ||
| 162 | soap dispenser (肥皂分发器) | ||
| 163 | soccer ball | ||
| 164 | sofa | ||
| 165 | spatula (抹刀/小铲) | ||
| 166 | squirrel | ||
| 167 | starfish | ||
| 168 | stethoscope (听诊器) | ||
| 169 | stove (火炉) | ||
| 170 | strainer (过滤器) | ||
| 171 | strawberry | ||
| 172 | stretcher (担架) | ||
| 173 | sunglasses | ||
| 174 | swimming trunks (泳裤) | ||
| 175 | swine (猪) | ||
| 176 | syringe (注射器) | ||
| 177 | table | ||
| 178 | tape player | ||
| 179 | tennis ball | ||
| 180 | tick (扁虱) | ||
| 181 | tie | ||
| 182 | tiger | ||
| 183 | toaster (烤箱) | ||
| 184 | traffic light | ||
| 185 | train | ||
| 186 | trombone (长号) | ||
| 187 | trumpet (喇叭) | ||
| 188 | turtle | ||
| 189 | tv or monitor | ||
| 190 | unicycle (单轮车) | ||
| 191 | vacuum (真空吸尘器) | ||
| 192 | violin | ||
| 193 | volleyball | ||
| 194 | waffle iron (华夫饼干烤模) | ||
| 195 | washer (垫圈) | ||
| 196 | water bottle | ||
| 197 | watercraft | ||
| 198 | whale (鲸) | ||
| 199 | wine bottle | ||
| 200 | zebra |
