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mrdbourke/food_vision_199_classes

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Hugging Face2022-11-27 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/mrdbourke/food_vision_199_classes
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资源简介:
--- dataset_info: features: - name: image dtype: image - name: label dtype: class_label: names: '0': almond_butter '1': almonds '2': apple '3': apricot '4': asparagus '5': avocado '6': bacon '7': bacon_and_egg_burger '8': bagel '9': baklava '10': banana '11': banana_bread '12': barbecue_sauce '13': beans '14': beef '15': beef_curry '16': beef_mince '17': beef_stir_fry '18': beer '19': beetroot '20': biltong '21': blackberries '22': blueberries '23': bok_choy '24': bread '25': broccoli '26': broccolini '27': brownie '28': brussel_sprouts '29': burrito '30': butter '31': cabbage '32': calamari '33': candy '34': capsicum '35': carrot '36': cashews '37': cauliflower '38': celery '39': cheese '40': cheeseburger '41': cherries '42': chicken_breast '43': chicken_thighs '44': chicken_wings '45': chilli '46': chimichurri '47': chocolate '48': chocolate_cake '49': coconut '50': coffee '51': coleslaw '52': cookies '53': coriander '54': corn '55': corn_chips '56': cream '57': croissant '58': crumbed_chicken '59': cucumber '60': cupcake '61': daikon_radish '62': dates '63': donuts '64': dragonfruit '65': eggplant '66': eggs '67': enoki_mushroom '68': fennel '69': figs '70': french_toast '71': fried_rice '72': fries '73': fruit_juice '74': garlic '75': garlic_bread '76': ginger '77': goji_berries '78': granola '79': grapefruit '80': grapes '81': green_beans '82': green_onion '83': guacamole '84': guava '85': gyoza '86': ham '87': honey '88': hot_chocolate '89': ice_coffee '90': ice_cream '91': iceberg_lettuce '92': jerusalem_artichoke '93': kale '94': karaage_chicken '95': kimchi '96': kiwi_fruit '97': lamb_chops '98': leek '99': lemon '100': lentils '101': lettuce '102': lime '103': mandarin '104': mango '105': maple_syrup '106': mashed_potato '107': mayonnaise '108': milk '109': miso_soup '110': mushrooms '111': nectarines '112': noodles '113': nuts '114': olive_oil '115': olives '116': omelette '117': onion '118': orange '119': orange_juice '120': oysters '121': pain_au_chocolat '122': pancakes '123': papaya '124': parsley '125': parsnips '126': passionfruit '127': pasta '128': pawpaw '129': peach '130': pear '131': peas '132': pickles '133': pineapple '134': pizza '135': plum '136': pomegranate '137': popcorn '138': pork_belly '139': pork_chop '140': pork_loins '141': porridge '142': potato_bake '143': potato_chips '144': potato_scallop '145': potatoes '146': prawns '147': pumpkin '148': radish '149': ramen '150': raspberries '151': red_onion '152': red_wine '153': rhubarb '154': rice '155': roast_beef '156': roast_pork '157': roast_potatoes '158': rockmelon '159': rosemary '160': salad '161': salami '162': salmon '163': salsa '164': salt '165': sandwich '166': sardines '167': sausage_roll '168': sausages '169': scrambled_eggs '170': seaweed '171': shallots '172': snow_peas '173': soda '174': soy_sauce '175': spaghetti_bolognese '176': spinach '177': sports_drink '178': squash '179': starfruit '180': steak '181': strawberries '182': sushi '183': sweet_potato '184': tacos '185': tamarillo '186': taro '187': tea '188': toast '189': tofu '190': tomato '191': tomato_chutney '192': tomato_sauce '193': turnip '194': watermelon '195': white_onion '196': white_wine '197': yoghurt '198': zucchini splits: - name: train num_bytes: 2973286 num_examples: 19747 download_size: 6202707 dataset_size: 2973286 ---
提供机构:
mrdbourke
原始信息汇总

数据集概述

特征

  • image: 图像数据类型
  • label: 类别标签,包含以下类别名称:
    • 0: almond_butter
    • 1: almonds
    • 2: apple
    • 3: apricot
    • 4: asparagus
    • 5: avocado
    • 6: bacon
    • 7: bacon_and_egg_burger
    • 8: bagel
    • 9: baklava
    • 10: banana
    • 11: banana_bread
    • 12: barbecue_sauce
    • 13: beans
    • 14: beef
    • 15: beef_curry
    • 16: beef_mince
    • 17: beef_stir_fry
    • 18: beer
    • 19: beetroot
    • 20: biltong
    • 21: blackberries
    • 22: blueberries
    • 23: bok_choy
    • 24: bread
    • 25: broccoli
    • 26: broccolini
    • 27: brownie
    • 28: brussel_sprouts
    • 29: burrito
    • 30: butter
    • 31: cabbage
    • 32: calamari
    • 33: candy
    • 34: capsicum
    • 35: carrot
    • 36: cashews
    • 37: cauliflower
    • 38: celery
    • 39: cheese
    • 40: cheeseburger
    • 41: cherries
    • 42: chicken_breast
    • 43: chicken_thighs
    • 44: chicken_wings
    • 45: chilli
    • 46: chimichurri
    • 47: chocolate
    • 48: chocolate_cake
    • 49: coconut
    • 50: coffee
    • 51: coleslaw
    • 52: cookies
    • 53: coriander
    • 54: corn
    • 55: corn_chips
    • 56: cream
    • 57: croissant
    • 58: crumbed_chicken
    • 59: cucumber
    • 60: cupcake
    • 61: daikon_radish
    • 62: dates
    • 63: donuts
    • 64: dragonfruit
    • 65: eggplant
    • 66: eggs
    • 67: enoki_mushroom
    • 68: fennel
    • 69: figs
    • 70: french_toast
    • 71: fried_rice
    • 72: fries
    • 73: fruit_juice
    • 74: garlic
    • 75: garlic_bread
    • 76: ginger
    • 77: goji_berries
    • 78: granola
    • 79: grapefruit
    • 80: grapes
    • 81: green_beans
    • 82: green_onion
    • 83: guacamole
    • 84: guava
    • 85: gyoza
    • 86: ham
    • 87: honey
    • 88: hot_chocolate
    • 89: ice_coffee
    • 90: ice_cream
    • 91: iceberg_lettuce
    • 92: jerusalem_artichoke
    • 93: kale
    • 94: karaage_chicken
    • 95: kimchi
    • 96: kiwi_fruit
    • 97: lamb_chops
    • 98: leek
    • 99: lemon
    • 100: lentils
    • 101: lettuce
    • 102: lime
    • 103: mandarin
    • 104: mango
    • 105: maple_syrup
    • 106: mashed_potato
    • 107: mayonnaise
    • 108: milk
    • 109: miso_soup
    • 110: mushrooms
    • 111: nectarines
    • 112: noodles
    • 113: nuts
    • 114: olive_oil
    • 115: olives
    • 116: omelette
    • 117: onion
    • 118: orange
    • 119: orange_juice
    • 120: oysters
    • 121: pain_au_chocolat
    • 122: pancakes
    • 123: papaya
    • 124: parsley
    • 125: parsnips
    • 126: passionfruit
    • 127: pasta
    • 128: pawpaw
    • 129: peach
    • 130: pear
    • 131: peas
    • 132: pickles
    • 133: pineapple
    • 134: pizza
    • 135: plum
    • 136: pomegranate
    • 137: popcorn
    • 138: pork_belly
    • 139: pork_chop
    • 140: pork_loins
    • 141: porridge
    • 142: potato_bake
    • 143: potato_chips
    • 144: potato_scallop
    • 145: potatoes
    • 146: prawns
    • 147: pumpkin
    • 148: radish
    • 149: ramen
    • 150: raspberries
    • 151: red_onion
    • 152: red_wine
    • 153: rhubarb
    • 154: rice
    • 155: roast_beef
    • 156: roast_pork
    • 157: roast_potatoes
    • 158: rockmelon
    • 159: rosemary
    • 160: salad
    • 161: salami
    • 162: salmon
    • 163: salsa
    • 164: salt
    • 165: sandwich
    • 166: sardines
    • 167: sausage_roll
    • 168: sausages
    • 169: scrambled_eggs
    • 170: seaweed
    • 171: shallots
    • 172: snow_peas
    • 173: soda
    • 174: soy_sauce
    • 175: spaghetti_bolognese
    • 176: spinach
    • 177: sports_drink
    • 178: squash
    • 179: starfruit
    • 180: steak
    • 181: strawberries
    • 182: sushi
    • 183: sweet_potato
    • 184: tacos
    • 185: tamarillo
    • 186: taro
    • 187: tea
    • 188: toast
    • 189: tofu
    • 190: tomato
    • 191: tomato_chutney
    • 192: tomato_sauce
    • 193: turnip
    • 194: watermelon
    • 195: white_onion
    • 196: white_wine
    • 197: yoghurt
    • 198: zucchini

数据集划分

  • train:
    • 字节数: 2973286
    • 样本数: 19747

数据集大小

  • 下载大小: 6202707
  • 数据集大小: 2973286
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