james-burton/OrientalMuseum_min3-mat-text

---
dataset_info:
features:
- name: obj_num
dtype: string
- name: file
dtype: string
- name: image
dtype: image
- name: root
dtype: string
- name: description
dtype: string
- name: object_name
dtype: string
- name: other_name
dtype: string
- name: label
dtype:
class_label:
names:
'0': Animal Mummy
'1': Batik
'2': Colour on Paper
'3': Flint/Chert
'4': Gouache on Paper
'5': Haematite/Red Ochre
'6': Ink and Colour on Paper
'7': Ink and Colours on Silk
'8': Ink and Opaque Watercolour on Paper
'9': Ink on Paper
'10': Japanese paper
'11': Mortar
'12': Opaque Watercolour and Gilt on Paper
'13': Opaque Watercolour on Paper
'14': Opaque Watercolour or Gouache on Mica
'15': Pith
'16': Pith Paper
'17': Plant Product
'18': Resin/Plastic
'19': Rhinoceros Horn
'20': Steatite
'21': Steatite/Soap Stone
'22': Watercolour on Rice Paper
'23': agate
'24': alabaster
'25': aluminum
'26': amber
'27': amethyst
'28': artificial stone
'29': bamboo
'30': basalt
'31': bone
'32': bowenite
'33': brass
'34': bronze
'35': burnt jade
'36': canvas
'37': cardboard
'38': cards
'39': carnelian
'40': ceramic
'41': clay
'42': copper
'43': copper alloy
'44': coral
'45': cotton
'46': crystal
'47': diorite
'48': earthenware
'49': ebony
'50': enamel
'51': faience
'52': flax
'53': flint
'54': gauze
'55': glass
'56': gold
'57': granite
'58': gray ware
'59': hardwood
'60': horn
'61': ink
'62': iron
'63': ivory
'64': jade
'65': jasper
'66': lacquer
'67': lapis lazuli
'68': lead
'69': lead alloy
'70': leather
'71': limestone
'72': linen
'73': malachite
'74': metal
'75': mother of pearl
'76': muslin
'77': nephrite
'78': nylon
'79': organic material
'80': paint
'81': paper
'82': papyrus
'83': pewter
'84': photographic paper
'85': plant fiber
'86': plaster
'87': plastic
'88': plate
'89': polyester
'90': porcelain
'91': pottery
'92': quartzite
'93': rattan
'94': reed
'95': rice paper
'96': sandstone
'97': satin
'98': schist
'99': serpentine
'100': shell
'101': silk
'102': silver
'103': slate
'104': soapstone
'105': steel
'106': stone
'107': stoneware
'108': stucco
'109': sycamore
'110': synthetic fiber
'111': terracotta
'112': textiles
'113': tortoise shell
'114': travertine
'115': tremolite
'116': turquoise
'117': velvet
'118': wood
'119': wool
- name: production.period
dtype: string
- name: production.place
dtype: string
splits:
- name: train
num_bytes: 895992895.1885473
num_examples: 7454
- name: validation
num_bytes: 194988005.84062353
num_examples: 1754
- name: test
num_bytes: 271127037.06082916
num_examples: 1755
download_size: 1267043351
dataset_size: 1362107938.09
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---

The dataset includes various features such as object number, file path, image, root directory, description, object name, other name, and label. The labels are detailed classifications of multiple materials and types of artworks, such as Animal Mummy, Batik, Colour on Paper, etc. The dataset is divided into train, validation, and test parts, each with specific byte sizes and number of examples. The total download size is 1267043351 bytes, and the actual size is 1362107938.09 bytes.

原始信息汇总

数据集概述

特征信息

数据集包含以下特征：

• obj_num: 类型为字符串
• file: 类型为字符串
• image: 类型为图像
• root: 类型为字符串
• description: 类型为字符串
• object_name: 类型为字符串
• other_name: 类型为字符串
• label: 类型为分类标签，包含以下类别：
  • 0: Animal Mummy
  • 1: Batik
  • 2: Colour on Paper
  • 3: Flint/Chert
  • 4: Gouache on Paper
  • 5: Haematite/Red Ochre
  • 6: Ink and Colour on Paper
  • 7: Ink and Colours on Silk
  • 8: Ink and Opaque Watercolour on Paper
  • 9: Ink on Paper
  • 10: Japanese paper
  • 11: Mortar
  • 12: Opaque Watercolour and Gilt on Paper
  • 13: Opaque Watercolour on Paper
  • 14: Opaque Watercolour or Gouache on Mica
  • 15: Pith
  • 16: Pith Paper
  • 17: Plant Product
  • 18: Resin/Plastic
  • 19: Rhinoceros Horn
  • 20: Steatite
  • 21: Steatite/Soap Stone
  • 22: Watercolour on Rice Paper
  • 23: agate
  • 24: alabaster
  • 25: aluminum
  • 26: amber
  • 27: amethyst
  • 28: artificial stone
  • 29: bamboo
  • 30: basalt
  • 31: bone
  • 32: bowenite
  • 33: brass
  • 34: bronze
  • 35: burnt jade
  • 36: canvas
  • 37: cardboard
  • 38: cards
  • 39: carnelian
  • 40: ceramic
  • 41: clay
  • 42: copper
  • 43: copper alloy
  • 44: coral
  • 45: cotton
  • 46: crystal
  • 47: diorite
  • 48: earthenware
  • 49: ebony
  • 50: enamel
  • 51: faience
  • 52: flax
  • 53: flint
  • 54: gauze
  • 55: glass
  • 56: gold
  • 57: granite
  • 58: gray ware
  • 59: hardwood
  • 60: horn
  • 61: ink
  • 62: iron
  • 63: ivory
  • 64: jade
  • 65: jasper
  • 66: lacquer
  • 67: lapis lazuli
  • 68: lead
  • 69: lead alloy
  • 70: leather
  • 71: limestone
  • 72: linen
  • 73: malachite
  • 74: metal
  • 75: mother of pearl
  • 76: muslin
  • 77: nephrite
  • 78: nylon
  • 79: organic material
  • 80: paint
  • 81: paper
  • 82: papyrus
  • 83: pewter
  • 84: photographic paper
  • 85: plant fiber
  • 86: plaster
  • 87: plastic
  • 88: plate
  • 89: polyester
  • 90: porcelain
  • 91: pottery
  • 92: quartzite
  • 93: rattan
  • 94: reed
  • 95: rice paper
  • 96: sandstone
  • 97: satin
  • 98: schist
  • 99: serpentine
  • 100: shell
  • 101: silk
  • 102: silver
  • 103: slate
  • 104: soapstone
  • 105: steel
  • 106: stone
  • 107: stoneware
  • 108: stucco
  • 109: sycamore
  • 110: synthetic fiber
  • 111: terracotta
  • 112: textiles
  • 113: tortoise shell
  • 114: travertine
  • 115: tremolite
  • 116: turquoise
  • 117: velvet
  • 118: wood
  • 119: wool
• production.period: 类型为字符串
• production.place: 类型为字符串

数据分割

数据集分为以下几个部分：

• train: 包含7454个样本，大小为895992895.1885473字节
• validation: 包含1754个样本，大小为194988005.84062353字节
• test: 包含1755个样本，大小为271127037.06082916字节

数据集大小

• 下载大小: 1267043351字节
• 数据集总大小: 1362107938.09字节

配置信息

• config_name: default
  • data_files:
    • train: 路径为data/train-*
    • validation: 路径为data/validation-*
    • test: 路径为data/test-*