Fruits 360数据集

​Fruits 360数据集下载

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[大小]：731.55MB

[链接]：https://pan.baidu.com/s/15oNf0NHqhDxMCWfioD1MVw

[提取码]：uy36

Kaggle

https://www.kaggle.com/moltean/fruits

GitHub

https://github.com/Horea94/Fruit-Images-Dataset

样本图片

 

简介

Fruits 360数据集包含120种不同的水果和蔬菜，具体有以下种类：

Apples (different varieties: Crimson Snow, Golden, Golden-Red, Granny Smith, Pink Lady, Red, Red Delicious), Apricot, Avocado, Avocado ripe, Banana (Yellow, Red, Lady Finger), Beetroot Red, Blueberry, Cactus fruit, Cantaloupe (2 varieties), Carambula, Cauliflower, Cherry (different varieties, Rainier), Cherry Wax (Yellow, Red, Black), Chestnut, Clementine, Cocos, Dates, Eggplant, Ginger Root, Granadilla, Grape (Blue, Pink, White (different varieties)), Grapefruit (Pink, White), Guava, Hazelnut, Huckleberry, Kiwi, Kaki, Kohlrabi, Kumsquats, Lemon (normal, Meyer), Lime, Lychee, Mandarine, Mango (Green, Red), Mangostan, Maracuja, Melon Piel de Sapo, Mulberry, Nectarine (Regular, Flat), Nut (Forest, Pecan), Onion (Red, White), Orange, Papaya, Passion fruit, Peach (different varieties), Pepino, Pear (different varieties, Abate, Forelle, Kaiser, Monster, Red, Williams), Pepper (Red, Green, Yellow), Physalis (normal, with Husk), Pineapple (normal, Mini), Pitahaya Red, Plum (different varieties), Pomegranate, Pomelo Sweetie, Potato (Red, Sweet, White), Quince, Rambutan, Raspberry, Redcurrant, Salak, Strawberry (normal, Wedge), Tamarillo, Tangelo, Tomato (different varieties, Maroon, Cherry Red, Yellow), Walnut.

 

Fruits 360数据集共含有81210张图片

训练集共有60486张图片（每张图片只含有一种水果或蔬菜）

测试集共有20618张图片（每张图片只含有一种水果或蔬菜）

以上图片尺寸均为：100x100pixels

另外还有103张图片含有多个水果或者蔬菜，其图片尺寸不定

 

Fruits 360数据集主要目录结构：

E:\微信公众号素材\datasets\fruits>tree
卷 文件 的文件夹 PATH 列表
卷序列号为 0C66-1433
E:.
└─fruits-360
    ├─papers
    ├─Test
    │  ├─Apple Braeburn
    │  ├─Apple Crimson Snow
    │  ├─Apple Golden 1
    │  ├─Apple Golden 2
   ...
    │  ├─Tomato Cherry Red
    │  ├─Tomato Maroon
    │  ├─Tomato Yellow
    │  └─Walnut
    ├─test-multiple_fruits
    └─Training
        ├─Apple Braeburn
        ├─Apple Crimson Snow
        ├─Apple Golden 1
        ├─Apple Golden 2
       ...
        ├─Tomato Cherry Red
        ├─Tomato Maroon
        ├─Tomato Yellow
        └─Walnut

• papers -- 保存的是作者基于该数据集发表的论文
• Test -- 20618张测试图像，分为了120个子文件夹，对应着120种水果或蔬菜
• test-multiple_fruits -- 106张图像，每张图含多个水果或者蔬菜
• Training -- 60486张训练图像，分为了120个子文件夹，对应着120种水果或蔬菜
• 此外，文件解压出来还含有文件readme.md, LICENSE，记录了数据集的介绍和授权等信息。

 

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Acknowledgements

MIT License

Copyright  (c) 2017-2020 Mihai Oltean, Horea Muresan

Citation: Horea Muresan, Mihai Oltean, Fruit recognition from images using deep learning, Acta Univ. Sapientiae, Informatica Vol. 10, Issue 1, pp. 26-42, 2018.