aha-org/coco-2014-instance
收藏Hugging Face2024-02-01 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/aha-org/coco-2014-instance
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资源简介：
---
dataset_info:
features:
- name: image
dtype: image
- name: annotations
dtype: image
- name: objects
struct:
- name: bbox
sequence:
sequence: float32
- name: categories
sequence:
class_label:
names:
'0': person
'1': bicycle
'2': car
'3': motorcycle
'4': airplane
'5': bus
'6': train
'7': truck
'8': boat
'9': traffic light
'10': fire hydrant
'11': stop sign
'12': parking meter
'13': bench
'14': bird
'15': cat
'16': dog
'17': horse
'18': sheep
'19': cow
'20': elephant
'21': bear
'22': zebra
'23': giraffe
'24': backpack
'25': umbrella
'26': handbag
'27': tie
'28': suitcase
'29': frisbee
'30': skis
'31': snowboard
'32': sports ball
'33': kite
'34': baseball bat
'35': baseball glove
'36': skateboard
'37': surfboard
'38': tennis racket
'39': bottle
'40': wine glass
'41': cup
'42': fork
'43': knife
'44': spoon
'45': bowl
'46': banana
'47': apple
'48': sandwich
'49': orange
'50': broccoli
'51': carrot
'52': hot dog
'53': pizza
'54': donut
'55': cake
'56': chair
'57': couch
'58': potted plant
'59': bed
'60': dining table
'61': toilet
'62': tv
'63': laptop
'64': mouse
'65': remote
'66': keyboard
'67': cell phone
'68': microwave
'69': oven
'70': toaster
'71': sink
'72': refrigerator
'73': book
'74': clock
'75': vase
'76': scissors
'77': teddy bear
'78': hair drier
'79': toothbrush
- name: area
sequence: float32
- name: iscrowd
sequence: bool
- name: height
dtype: int64
- name: width
dtype: int64
- name: date_captured
dtype: string
- name: license
dtype:
class_label:
names:
'0': Attribution-NonCommercial-ShareAlike License
'1': Attribution-NonCommercial License
'2': Attribution-NonCommercial-NoDerivs License
'3': Attribution License
'4': Attribution-ShareAlike License
'5': Attribution-NoDerivs License
'6': No known
'7': United States Government Work
- name: coco_url
dtype: string
- name: flickr_url
dtype: string
splits:
- name: train
num_bytes: 13784509594.309
num_examples: 82081
- name: validation
num_bytes: 6877258108.769
num_examples: 40137
- name: test
num_bytes: 6600156203.075
num_examples: 40775
download_size: 15299492466
dataset_size: 27261923906.153
license: cc-by-4.0
task_categories:
- object-detection
tags:
- coco
size_categories:
- 100K<n<1M
---
# Dataset Card for "coco-2014-instance"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
提供机构：
aha-org
原始信息汇总
数据集概述
数据集信息
- 特征:
image: 图像数据，数据类型为image。annotations: 标注图像数据，数据类型为image。objects: 包含以下结构:bbox: 边界框，数据类型为float32序列。categories: 类别标签，包含以下类别:- 0: person
- 1: bicycle
- 2: car
- 3: motorcycle
- 4: airplane
- 5: bus
- 6: train
- 7: truck
- 8: boat
- 9: traffic light
- 10: fire hydrant
- 11: stop sign
- 12: parking meter
- 13: bench
- 14: bird
- 15: cat
- 16: dog
- 17: horse
- 18: sheep
- 19: cow
- 20: elephant
- 21: bear
- 22: zebra
- 23: giraffe
- 24: backpack
- 25: umbrella
- 26: handbag
- 27: tie
- 28: suitcase
- 29: frisbee
- 30: skis
- 31: snowboard
- 32: sports ball
- 33: kite
- 34: baseball bat
- 35: baseball glove
- 36: skateboard
- 37: surfboard
- 38: tennis racket
- 39: bottle
- 40: wine glass
- 41: cup
- 42: fork
- 43: knife
- 44: spoon
- 45: bowl
- 46: banana
- 47: apple
- 48: sandwich
- 49: orange
- 50: broccoli
- 51: carrot
- 52: hot dog
- 53: pizza
- 54: donut
- 55: cake
- 56: chair
- 57: couch
- 58: potted plant
- 59: bed
- 60: dining table
- 61: toilet
- 62: tv
- 63: laptop
- 64: mouse
- 65: remote
- 66: keyboard
- 67: cell phone
- 68: microwave
- 69: oven
- 70: toaster
- 71: sink
- 72: refrigerator
- 73: book
- 74: clock
- 75: vase
- 76: scissors
- 77: teddy bear
- 78: hair drier
- 79: toothbrush
area: 区域面积，数据类型为float32序列。iscrowd: 是否为人群，数据类型为bool序列。
height: 图像高度，数据类型为int64。width: 图像宽度，数据类型为int64。date_captured: 图像捕获日期，数据类型为string。license: 许可证信息，包含以下类别:- 0: Attribution-NonCommercial-ShareAlike License
- 1: Attribution-NonCommercial License
- 2: Attribution-NonCommercial-NoDerivs License
- 3: Attribution License
- 4: Attribution-ShareAlike License
- 5: Attribution-NoDerivs License
- 6: No known
- 7: United States Government Work
coco_url: COCO 数据集 URL，数据类型为string。flickr_url: Flickr URL，数据类型为string。
数据集分割
- 训练集:
- 字节数: 13784509594.309
- 样本数: 82081
- 验证集:
- 字节数: 6877258108.769
- 样本数: 40137
- 测试集:
- 字节数: 6600156203.075
- 样本数: 40775
数据集大小
- 下载大小: 15299492466
- 数据集大小: 27261923906.153
许可证
- 许可证: cc-by-4.0
任务类别
- 任务类别: object-detection
标签
- 标签: coco
大小类别
- 大小类别: 100K<n<1M
