খাদ্য101

তথ্যসূত্র:

TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:

ds = tfds.load('huggingface:food101')
  • বর্ণনা :
This dataset consists of 101 food categories, with 101'000 images. For each class, 250 manually reviewed test images are provided as well as 750 training images. On purpose, the training images were not cleaned, and thus still contain some amount of noise. This comes mostly in the form of intense colors and sometimes wrong labels. All images were rescaled to have a maximum side length of 512 pixels.

* লাইসেন্স : লাইসেন্স চুক্তি

  • Food-101 ডেটা সেটে Foodspotting [1] থেকে ছবি রয়েছে যা ফেডারেল ইনস্টিটিউট অফ টেকনোলজি জুরিখ (ETHZ) এর সম্পত্তি নয়। বৈজ্ঞানিক ন্যায্য ব্যবহারের বাইরে যেকোনো ব্যবহার অবশ্যই ফুডস্পটিং ব্যবহারের শর্তাবলী অনুসারে সংশ্লিষ্ট ছবির মালিকদের সাথে আলোচনা করতে হবে [2]।

[১] http://www.foodspotting.com/ [2] http://www.foodspotting.com/terms/

  • সংস্করণ : 0.0.0
  • বিভাজন :
বিভক্ত উদাহরণ
'train' 75750
'validation' 25250
  • বৈশিষ্ট্য :
{
    "image": {
        "id": null,
        "_type": "Image"
    },
    "label": {
        "num_classes": 101,
        "names": [
            "apple_pie",
            "baby_back_ribs",
            "baklava",
            "beef_carpaccio",
            "beef_tartare",
            "beet_salad",
            "beignets",
            "bibimbap",
            "bread_pudding",
            "breakfast_burrito",
            "bruschetta",
            "caesar_salad",
            "cannoli",
            "caprese_salad",
            "carrot_cake",
            "ceviche",
            "cheesecake",
            "cheese_plate",
            "chicken_curry",
            "chicken_quesadilla",
            "chicken_wings",
            "chocolate_cake",
            "chocolate_mousse",
            "churros",
            "clam_chowder",
            "club_sandwich",
            "crab_cakes",
            "creme_brulee",
            "croque_madame",
            "cup_cakes",
            "deviled_eggs",
            "donuts",
            "dumplings",
            "edamame",
            "eggs_benedict",
            "escargots",
            "falafel",
            "filet_mignon",
            "fish_and_chips",
            "foie_gras",
            "french_fries",
            "french_onion_soup",
            "french_toast",
            "fried_calamari",
            "fried_rice",
            "frozen_yogurt",
            "garlic_bread",
            "gnocchi",
            "greek_salad",
            "grilled_cheese_sandwich",
            "grilled_salmon",
            "guacamole",
            "gyoza",
            "hamburger",
            "hot_and_sour_soup",
            "hot_dog",
            "huevos_rancheros",
            "hummus",
            "ice_cream",
            "lasagna",
            "lobster_bisque",
            "lobster_roll_sandwich",
            "macaroni_and_cheese",
            "macarons",
            "miso_soup",
            "mussels",
            "nachos",
            "omelette",
            "onion_rings",
            "oysters",
            "pad_thai",
            "paella",
            "pancakes",
            "panna_cotta",
            "peking_duck",
            "pho",
            "pizza",
            "pork_chop",
            "poutine",
            "prime_rib",
            "pulled_pork_sandwich",
            "ramen",
            "ravioli",
            "red_velvet_cake",
            "risotto",
            "samosa",
            "sashimi",
            "scallops",
            "seaweed_salad",
            "shrimp_and_grits",
            "spaghetti_bolognese",
            "spaghetti_carbonara",
            "spring_rolls",
            "steak",
            "strawberry_shortcake",
            "sushi",
            "tacos",
            "takoyaki",
            "tiramisu",
            "tuna_tartare",
            "waffles"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}