cibo101

Riferimenti:

Utilizzare il comando seguente per caricare questo set di dati in TFDS:

ds = tfds.load('huggingface:food101')
  • Descrizione : 
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.

* Licenza : CONTRATTO DI LICENZA

  • Il set di dati Food-101 è costituito da immagini di Foodspotting [1] che non sono di proprietà del Politecnico federale di Zurigo (ETHZ). Qualsiasi utilizzo oltre il fair use scientifico deve essere negoziato con i rispettivi proprietari delle immagini secondo i termini di utilizzo di Foodspotting [2].

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

  • Versione : 0.0.0
  • Divide :
Diviso Esempi
'train' 75750
'validation' 25250
  • Caratteristiche : 
{
    "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"
    }
}