seanghay/food258k

---
license: odc-by
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': aloo jeera
'1': americano
'2': angkor beer
'3': apple juice
'4': avocado smoothie
'5': bacchus
'6': banana smoothie
'7': basil fried rice
'8': beef burger
'9': beef fried noodle
'10': beef fried rice
'11': beef lok lak
'12': beef lok lak with rice
'13': beef spicy salad
'14': black chicken soup
'15': black coffee
'16': black tea
'17': blue crab papaya salad
'18': blue crab spicy salad
'19': blue curacao soda
'20': blueberry smoothie
'21': blueberry soda
'22': braised beef noodle
'23': braised beef rice stick noodle
'24': braised beef with bread
'25': brown sugar
'26': brown sugar milk tea
'27': butter chicken
'28': butter naan
'29': butterfly pea milk tea
'30': caesar salad
'31': cambodia beer
'32': cappuccino
'33': cappuccino frappe
'34': carabao
'35': caramel frappe
'36': caramel latte
'37': caramel macchiato
'38': caramel macchiato frappe
'39': caramel milk tea
'40': carrot
'41': carrot juice
'42': cheese naan
'43': chicken
'44': chicken burger
'45': chicken curry
'46': chicken fried rice
'47': chicken korma
'48': chicken nugget
'49': chicken porridge
'50': chicken salad
'51': chicken samosa
'52': chicken sour soup
'53': chicken tikka
'54': chicken tikka masala
'55': chicken wing
'56': chocolate
'57': chocolate frappe
'58': chocolate milk
'59': club sandwich
'60': coca cola
'61': cocacola
'62': coconut butterfly pea tea
'63': coconut chocolate
'64': coconut coffee
'65': coconut coffee milk
'66': coconut green milk tea
'67': coconut green tea
'68': coconut smoothie
'69': coffee frappe
'70': coffee latte
'71': coffee milk
'72': coffee with milk
'73': coke
'74': coke zero
'75': croissant
'76': deepfried chicken
'77': deepfried chicken wing
'78': double espresso
'79': edamame
'80': egg
'81': egg fried rice
'82': espresso
'83': fanta
'84': fanta orange
'85': fish curry
'86': fish porridge
'87': fish sour soup
'88': french fries
'89': fresh apple juice
'90': fresh carrot juice
'91': fresh milk
'92': fresh milk frappe
'93': fresh orange juice
'94': fresh pineapple juice
'95': fresh watermelon juice
'96': fried chicken
'97': fried chicken drumstick with rice
'98': fried chicken with rice
'99': fried egg
'100': fried egg with bitter melon
'101': fried egg with salted fish
'102': fried fish ball
'103': fried noodle
'104': fried pork with rice
'105': fried rice
'106': garlic naan
'107': ginger ale
'108': glass noodle
'109': green apple soda
'110': green milk tea
'111': green salad
'112': green tea
'113': green tea frappe
'114': green tea latte
'115': ham and cheese sandwich
'116': honey lemon tea
'117': hot americano
'118': hot cappuccino
'119': hot caramel latte
'120': hot caramel macchiato
'121': hot chocolate
'122': hot coffee
'123': hot coffee latte
'124': hot coffee milk
'125': hot coffee mocha
'126': hot dog
'127': hot espresso
'128': hot flat white
'129': hot fresh milk
'130': hot green tea
'131': hot green tea latte
'132': hot latte
'133': hot lemon tea
'134': hot matcha latte
'135': hot mocha
'136': hot vanilla latte
'137': iced americano
'138': iced black coffee
'139': iced cappuccino
'140': iced caramel latte
'141': iced caramel macchiato
'142': iced chocolate
'143': iced coffee
'144': iced coffee latte
'145': iced coffee milk
'146': iced coffee with milk
'147': iced fresh milk
'148': iced green milk tea
'149': iced green tea
'150': iced green tea latte
'151': iced honey lemon tea
'152': iced latte
'153': iced lemon green tea
'154': iced lemon red tea
'155': iced lemon tea
'156': iced matcha latte
'157': iced milk tea
'158': iced mocha
'159': iced passion milk
'160': iced passion soda
'161': iced peach tea
'162': iced red milk tea
'163': iced strawberry soda
'164': iced vanilla latte
'165': jasmine milk tea
'166': kimchi
'167': kiwi smoothie
'168': kiwi soda
'169': latte
'170': latte frappe
'171': lemon butterfly pea tea
'172': lemon green tea
'173': lemon juice
'174': lemon red tea
'175': lemon soda
'176': lemon tea
'177': logo
'178': lok lak fried rice
'179': mango passion smoothie
'180': mango smoothie
'181': matcha frappe
'182': matcha latte
'183': menu
'184': milk tea
'185': mineral water
'186': mocha
'187': mocha frappe
'188': oolong milk tea
'189': oolong tea
'190': orange juice
'191': ovaltine milk
'192': pad thai
'193': paneer tikka masala
'194': passion fresh milk
'195': passion fruit smoothie
'196': passion milk
'197': passion smoothie
'198': passion soda
'199': passion tea
'200': peach soda
'201': pepsi
'202': pineapple juice
'203': pork fried noodle
'204': pork fried rice
'205': pork porridge
'206': pork rice
'207': pork with rice
'208': raspberry soda
'209': red bull
'210': red milk tea
'211': red sting
'212': rice
'213': roasted duck
'214': salted crab papaya salad
'215': sausage
'216': seafood fried noodle
'217': seafood fried rice
'218': seafood noodle soup
'219': seafood pizza
'220': seafood porridge
'221': seafood rice stick noodle
'222': seafood tom yum
'223': seaweed soup
'224': shrimp
'225': shrimp dumpling
'226': shrimp fried rice
'227': shrimp paste fried rice
'228': soda
'229': soda water
'230': spaghetti bolognese
'231': spaghetti carbonara
'232': sprite
'233': squid
'234': steamed rice
'235': sting
'236': stirfried chicken with ginger
'237': stirfried morning glory with oyster sauce
'238': stirfried squid with green peppercorn
'239': strawberry frappe
'240': strawberry fresh milk
'241': strawberry milk
'242': strawberry smoothie
'243': strawberry soda
'244': strawberry yogurt
'245': taiwan milk tea
'246': taro milk
'247': thai milk tea
'248': tuna salad
'249': tuna sandwich
'250': vanilla frappe
'251': vanilla latte
'252': vigor
'253': water
'254': watermelon juice
'255': wonton soup
'256': yangzhou fried rice
'257': yellow sting
splits:
- name: train
num_bytes: 13175816458
num_examples: 258000
- name: test
num_bytes: 1068936423
num_examples: 25800
- name: validation
num_bytes: 1062627528.4
num_examples: 25800
download_size: 11236412882
dataset_size: 15307380409.4
language:
- en
pretty_name: goo
---

### Dataset Summary

This dataset includes 258 food classes each class has 1,000 photos.

### Languages

We provided English labels however you can translate them to any language.

## Dataset Split

There are three splits:

- validation
- train
- test

### Data Fields

- `image` PIL.Image
- `label` An index of the label

## Dataset Creation

We crawled publicly available food images across websites.

## Limitation

The dataset is not accurate.

原始信息汇总

数据集概述

• 数据集名称: goo
• 许可: odc-by
• 特征:
  • image: 图像类型
  • label: 类别标签，包含258个类别，每个类别对应一个食物名称
• 数据集分割:
  • train: 258,000个样本，13,175,816,458字节
  • test: 25,800个样本，1,068,936,423字节
  • validation: 25,800个样本，1,062,627,528.4字节
• 下载大小: 11,236,412,882字节
• 数据集大小: 15,307,380,409.4字节
• 语言: 英语

数据集详细信息

• 类别列表:
  • 数据集包含258个食物类别，每个类别有1,000张照片。
  • 类别名称从0到257，每个名称对应一个具体的食物名称。

数据集使用

• 图像: 使用PIL.Image格式。
• 标签: 使用索引表示，每个索引对应一个食物类别名称。

数据集创建

• 来源: 通过网络爬虫从公开网站收集食物图像。

限制

• 准确性: 数据集的准确性不高。