james-burton/OrientalMuseum_min3-mat

该数据集包含多个特征，如对象编号、文件、图像、根目录、描述、对象名称、其他名称、标签、生产时期和生产地点。标签特征是一个包含180个类别的分类标签，涵盖了多种材料、矿物、艺术品等。数据集分为训练集、验证集和测试集，分别包含23105、5437和5437个样本。

原始信息汇总

数据集信息

特征

• obj_num: 字符串类型
• file: 字符串类型
• image: 图像类型
• root: 字符串类型
• description: 字符串类型
• object_name: 字符串类型
• other_name: 字符串类型
• label: 类别标签类型，包含以下类别：
  • 0: Actinolite
  • 1: Aluminium bronze alloy
  • 2: Animal Mummy
  • 3: Batik
  • 4: Buffalo Horn
  • 5: Chinese Red Rosewood
  • 6: Colour on Paper
  • 7: Flint/Chert
  • 8: Gouache on Paper
  • 9: Haematite/Red Ochre
  • 10: Human Bone
  • 11: Ink and Colour on Paper
  • 12: Ink and Colours on Silk
  • 13: Ink and Opaque Watercolour on Paper
  • 14: Ink on Paper
  • 15: Jade (Calcified)
  • 16: Japanese paper
  • 17: Microcline/Green Feldspar/Amazon-Stone
  • 18: Mortar
  • 19: Nile Mud
  • 20: Opaque Watercolour and Gilt on Paper
  • 21: Opaque Watercolour on Paper
  • 22: Opaque Watercolour or Gouache on Mica
  • 23: Pith
  • 24: Pith Paper
  • 25: Plant Product
  • 26: Resin/Plastic
  • 27: Rhinoceros Horn
  • 28: Rubber
  • 29: Shell (Ostrich Egg)
  • 30: Smaragdite
  • 31: Steatite
  • 32: Steatite/Soap Stone
  • 33: Watercolour on Rice Paper
  • 34: acrylic
  • 35: agate
  • 36: alabaster
  • 37: aluminum
  • 38: amber
  • 39: amethyst
  • 40: antler
  • 41: artificial stone
  • 42: balsa
  • 43: bamboo
  • 44: basalt
  • 45: beryl
  • 46: bone
  • 47: bowenite
  • 48: boxwood
  • 49: brass
  • 50: brocade
  • 51: bronze
  • 52: burnt jade
  • 53: canvas
  • 54: cardboard
  • 55: cards
  • 56: carnelian
  • 57: cast iron
  • 58: celadon
  • 59: cellulose acetate
  • 60: ceramic
  • 61: chalcedony
  • 62: cherry
  • 63: clay
  • 64: cloth
  • 65: coconut
  • 66: copper
  • 67: copper alloy
  • 68: coral
  • 69: cotton
  • 70: crystal
  • 71: diorite
  • 72: dolerite
  • 73: earthenware
  • 74: ebony
  • 75: emerald
  • 76: enamel
  • 77: faience
  • 78: felt
  • 79: flax
  • 80: flint
  • 81: fur
  • 82: gauze
  • 83: glass
  • 84: gold
  • 85: granite
  • 86: gray ware
  • 87: hardwood
  • 88: horn
  • 89: incense
  • 90: ink
  • 91: iron
  • 92: ivory
  • 93: jade
  • 94: jadeite
  • 95: jasper
  • 96: jet
  • 97: lacquer
  • 98: lapis lazuli
  • 99: lazurite
  • 100: lead
  • 101: lead alloy
  • 102: leather
  • 103: limestone
  • 104: linen
  • 105: mahogany
  • 106: malachite
  • 107: marble
  • 108: metal
  • 109: mineral
  • 110: mother of pearl
  • 111: muslin
  • 112: nephrite
  • 113: nylon
  • 114: obsidian
  • 115: organic material
  • 116: organza
  • 117: paint
  • 118: palm fiber
  • 119: palm leaf
  • 120: paper
  • 121: papier mâché
  • 122: papyrus
  • 123: parchment
  • 124: pewter
  • 125: photographic paper
  • 126: pine
  • 127: plant fiber
  • 128: plaster
  • 129: plastic
  • 130: plate
  • 131: polyester
  • 132: polystyrene
  • 133: porcelain
  • 134: pottery
  • 135: quartzite
  • 136: rattan
  • 137: realgar
  • 138: reed
  • 139: rice paper
  • 140: rock
  • 141: rush
  • 142: sandstone
  • 143: satin
  • 144: schist
  • 145: seashell
  • 146: serpentine
  • 147: shagreen
  • 148: shell
  • 149: silk
  • 150: siltstone
  • 151: silver
  • 152: silver alloy
  • 153: skull
  • 154: slate
  • 155: soapstone
  • 156: softwood
  • 157: stalagmites
  • 158: steel
  • 159: stone
  • 160: stoneware
  • 161: straw
  • 162: stucco
  • 163: sycamore
  • 164: synthetic fiber
  • 165: teak
  • 166: terracotta
  • 167: textiles
  • 168: tin
  • 169: tortoise shell
  • 170: tourmaline
  • 171: travertine
  • 172: tremolite
  • 173: turquoise
  • 174: vellum
  • 175: velvet
  • 176: wood
  • 177: wool
  • 178: wrought iron
  • 179: zinc alloy
• production.period: 字符串类型
• production.place: 字符串类型

数据分割

• train: 包含23105个样本，大小为3029505309.7628508字节
• validation: 包含5437个样本，大小为692107755.3625748字节
• test: 包含5437个样本，大小为646358499.452575字节

数据集大小

• 下载大小: 3922799078字节
• 数据集大小: 4367971564.578字节

配置

• config_name: default
  • 数据文件:
    • train: data/train-*
    • validation: data/validation-*
    • test: data/test-*