ItsNotRohit/Food121-224

该数据集是Food121数据集的缩小版本，所有图像都被缩小到最大224*224像素。数据集结合了Food101、Indian Food Classification和The-massive-Indian-Food-Dataset三个数据集，旨在为食物图像分类提供一个包含印度背景的可行数据集。数据集包含121个类别的食物图像，每个类别在训练集中有800张图像，在测试集中有200张图像。

原始信息汇总

数据集详情

数据集描述

该数据集是Food121数据集的降采样版本。所有图像均被降采样至最大尺寸224*224。

该数据集是Food101、Indian Food Classification和The-massive-Indian-Food-Dataset数据集的组合。该数据集旨在成为一个可行的食物图像分类数据集，并增加了印度背景。该数据集包含121个类别，每个类别在训练集中有800张图像，在测试集中有200张图像。

数据集来源

• Food101: https://huggingface.co/datasets/food101
• Indian Food Classification: https://www.kaggle.com/datasets/l33tc0d3r/indian-food-classification
• The-massive-Indian-Food-Dataset: https://www.kaggle.com/datasets/anshulmehtakaggl/themassiveindianfooddataset

数据集配置

• 配置名称: default
  • 数据文件:
    • 训练集: data/train-*
    • 测试集: data/test-*

数据集信息

• 特征:

  • 图像:
    • 名称: image
    • 数据类型: image
  • 标签:
    • 名称: label
    • 数据类型: class_label
      • 名称: names
      • 类别:
        • 0: apple_pie
        • 1: baby_back_ribs
        • 2: baklava
        • 3: beef_carpaccio
        • 4: beef_tartare
        • 5: beet_salad
        • 6: beignets
        • 7: bibimbap
        • 8: biryani
        • 9: bread_pudding
        • 10: breakfast_burrito
        • 11: bruschetta
        • 12: caesar_salad
        • 13: cannoli
        • 14: caprese_salad
        • 15: carrot_cake
        • 16: ceviche
        • 17: chai
        • 18: chapati
        • 19: cheese_plate
        • 20: cheesecake
        • 21: chicken_curry
        • 22: chicken_quesadilla
        • 23: chicken_wings
        • 24: chocolate_cake
        • 25: chocolate_mousse
        • 26: chole_bhature
        • 27: churros
        • 28: clam_chowder
        • 29: club_sandwich
        • 30: crab_cakes
        • 31: creme_brulee
        • 32: croque_madame
        • 33: cup_cakes
        • 34: dabeli
        • 35: dal
        • 36: deviled_eggs
        • 37: dhokla
        • 38: donuts
        • 39: dosa
        • 40: dumplings
        • 41: edamame
        • 42: eggs_benedict
        • 43: escargots
        • 44: falafel
        • 45: filet_mignon
        • 46: fish_and_chips
        • 47: foie_gras
        • 48: french_fries
        • 49: french_onion_soup
        • 50: french_toast
        • 51: fried_calamari
        • 52: fried_rice
        • 53: frozen_yogurt
        • 54: garlic_bread
        • 55: gnocchi
        • 56: greek_salad
        • 57: grilled_cheese_sandwich
        • 58: grilled_salmon
        • 59: guacamole
        • 60: gyoza
        • 61: hamburger
        • 62: hot_and_sour_soup
        • 63: hot_dog
        • 64: huevos_rancheros
        • 65: hummus
        • 66: ice_cream
        • 67: idli
        • 68: jalebi
        • 69: kathi_rolls
        • 70: kofta
        • 71: kulfi
        • 72: lasagna
        • 73: lobster_bisque
        • 74: lobster_roll_sandwich
        • 75: macaroni_and_cheese
        • 76: macarons
        • 77: miso_soup
        • 78: momos
        • 79: mussels
        • 80: naan
        • 81: nachos
        • 82: omelette
        • 83: onion_rings
        • 84: oysters
        • 85: pad_thai
        • 86: paella
        • 87: pakoda
        • 88: pancakes
        • 89: pani_puri
        • 90: panna_cotta
        • 91: panner_butter_masala
        • 92: pav_bhaji
        • 93: peking_duck
        • 94: pho
        • 95: pizza
        • 96: pork_chop
        • 97: poutine
        • 98: prime_rib
        • 99: pulled_pork_sandwich
        • 100: ramen
        • 101: ravioli
        • 102: red_velvet_cake
        • 103: risotto
        • 104: samosa
        • 105: sashimi
        • 106: scallops
        • 107: seaweed_salad
        • 108: shrimp_and_grits
        • 109: spaghetti_bolognese
        • 110: spaghetti_carbonara
        • 111: spring_rolls
        • 112: steak
        • 113: strawberry_shortcake
        • 114: sushi
        • 115: tacos
        • 116: takoyaki
        • 117: tiramisu
        • 118: tuna_tartare
        • 119: vadapav
        • 120: waffles

• 分割:

  • 训练集:
    • 名称: train
    • 字节数: 2004526002
    • 样本数: 96800
  • 测试集:
    • 名称: test
    • 字节数: 513682668.4
    • 样本数: 24200

• 下载大小: 3295817653

• 数据集大小: 2518208670.4

语言

• en

标签

• food101
• image classification

大小类别

• 10K<n<100K

任务类别

• image-classification