
# Description

The vl-food101 dataset by [Visual Layer](https://visual-layer.com) is a sanitized version of the original [Food101](https://data.vision.ee.ethz.ch/cvl/datasets_extra/food-101/) dataset. 
This dataset consists of 101 food categories with about 101,000 images in total.

The following are issues found in the original dataset and removed in this dataset:

<table>
    <thead>
        <tr>
            <th style="text-align: left;">Category</th>
            <th style="text-align: left;">Percentage</th>
            <th style="text-align: left;">Count</th>
        </tr>
    </thead>
    <tbody>
        <tr>
            <td style="text-align: left;">Duplicates</td>
            <td style="text-align: left;"><div>0.23%</div></td>
            <td style="text-align: left;"><div>235</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Outliers</td>
            <td style="text-align: left;"><div>0.08%</div></td>
            <td style="text-align: left;"><div>77</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Blur</td>
            <td style="text-align: left;"><div>0.18%</div></td>
            <td style="text-align: left;"><div>185</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Dark</td>
            <td style="text-align: left;"><div>0.04%</div></td>
            <td style="text-align: left;"><div>43</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Leakage</td>
            <td style="text-align: left;"><div>0.086%</div></td>
            <td style="text-align: left;"><div>87</div></td>
        </tr>
        <tr>
            <td style="text-align: left; font-weight: bold;">Total</td>
            <td style="text-align: left; font-weight: bold;"><div>0.62%</div></td>
            <td style="text-align: left; font-weight: bold;"><div>627</div></td>
        </tr>
    </tbody>
</table>


Learn more - https://docs.visual-layer.com/docs/available-datasets#vl-food101


# About Visual-Layer

<div align="center">
<a href="https://www.visual-layer.com">
  <img alt="Visual Layer Logo" src="https://github.com/visual-layer/visuallayer/blob/main/imgs/vl_horizontal_logo.png?raw=true" alt="Logo" width="400">
</a>
</div>


Visual Layer is founded by the authors of [XGBoost](https://github.com/apache/tvm), [Apache TVM](https://github.com/apache/tvm) & [Turi Create](https://github.com/apple/turicreate) - [Danny Bickson](https://www.linkedin.com/in/dr-danny-bickson-835b32), [Carlos Guestrin](https://www.linkedin.com/in/carlos-guestrin-5352a869) and [Amir Alush](https://www.linkedin.com/in/amiralush).

Learn more about Visual Layer [here](https://visual-layer.com).
license:other region:us
{"license": "other", "dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "label", "dtype": {"class_label": {"names": {"0": "apple_pie", "1": "baby_back_ribs", "2": "baklava", "3": "beef_carpaccio", "4": "beef_tartare", "5": "beet_salad", "6": "beignets", "7": "bibimbap", "8": "bread_pudding", "9": "breakfast_burrito", "10": "bruschetta", "11": "caesar_salad", "12": "cannoli", "13": "caprese_salad", "14": "carrot_cake", "15": "ceviche", "16": "cheese_plate", "17": "cheesecake", "18": "chicken_curry", "19": "chicken_quesadilla", "20": "chicken_wings", "21": "chocolate_cake", "22": "chocolate_mousse", "23": "churros", "24": "clam_chowder", "25": "club_sandwich", "26": "crab_cakes", "27": "creme_brulee", "28": "croque_madame", "29": "cup_cakes", "30": "deviled_eggs", "31": "donuts", "32": "dumplings", "33": "edamame", "34": "eggs_benedict", "35": "escargots", "36": "falafel", "37": "filet_mignon", "38": "fish_and_chips", "39": "foie_gras", "40": "french_fries", "41": "french_onion_soup", "42": "french_toast", "43": "fried_calamari", "44": "fried_rice", "45": "frozen_yogurt", "46": "garlic_bread", "47": "gnocchi", "48": "greek_salad", "49": "grilled_cheese_sandwich", "50": "grilled_salmon", "51": "guacamole", "52": "gyoza", "53": "hamburger", "54": "hot_and_sour_soup", "55": "hot_dog", "56": "huevos_rancheros", "57": "hummus", "58": "ice_cream", "59": "lasagna", "60": "lobster_bisque", "61": "lobster_roll_sandwich", "62": "macaroni_and_cheese", "63": "macarons", "64": "miso_soup", "65": "mussels", "66": "nachos", "67": "omelette", "68": "onion_rings", "69": "oysters", "70": "pad_thai", "71": "paella", "72": "pancakes", "73": "panna_cotta", "74": "peking_duck", "75": "pho", "76": "pizza", "77": "pork_chop", "78": "poutine", "79": "prime_rib", "80": "pulled_pork_sandwich", "81": "ramen", "82": "ravioli", "83": "red_velvet_cake", "84": "risotto", "85": "samosa", "86": "sashimi", "87": "scallops", "88": "seaweed_salad", "89": "shrimp_and_grits", "90": "spaghetti_bolognese", "91": "spaghetti_carbonara", "92": "spring_rolls", "93": "steak", "94": "strawberry_shortcake", "95": "sushi", "96": "tacos", "97": "takoyaki", "98": "tiramisu", "99": "tuna_tartare", "100": "waffles"}}}}], "splits": [{"name": "train", "num_bytes": 3823897663.06, "num_examples": 75284}, {"name": "test", "num_bytes": 1271132919.55, "num_examples": 25150}], "download_size": 5037088300, "dataset_size": 5095030582.61}}
TAGS
#license-other #region-us 

Description
===========


The vl-food101 dataset by Visual Layer is a sanitized version of the original Food101 dataset.
This dataset consists of 101 food categories with about 101,000 images in total.


The following are issues found in the original dataset and removed in this dataset:



Learn more - URL


About Visual-Layer
==================



[![Visual Layer Logo](URL alt=)](URL)

Visual Layer is founded by the authors of XGBoost, Apache TVM & Turi Create - Danny Bickson, Carlos Guestrin and Amir Alush.


Learn more about Visual Layer here.



TAGS
#license-other #region-us 
