Fruits 360數據集

​Fruits 360數據集下載

百度網盤

[大小]：731.55MB

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

[提取碼]：uy36

Kaggle

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

GitHub

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

樣本圖片

 

簡介

Fruits 360數據集包含120種不同的水果和蔬菜，具體有以下種類：

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數據集共含有81210張圖片

訓練集共有60486張圖片（每張圖片只含有一種水果或蔬菜）

測試集共有20618張圖片（每張圖片只含有一種水果或蔬菜）

以上圖片尺寸均爲：100x100pixels

另外還有103張圖片含有多個水果或者蔬菜，其圖片尺寸不定

 

Fruits 360數據集主要目錄結構：

E:\微信公衆號素材\datasets\fruits>tree
卷 文件 的文件夾 PATH 列表
卷序列號爲 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 -- 保存的是作者基於該數據集發表的論文
• Test -- 20618張測試圖像，分爲了120個子文件夾，對應着120種水果或蔬菜
• test-multiple_fruits -- 106張圖像，每張圖含多個水果或者蔬菜
• Training -- 60486張訓練圖像，分爲了120個子文件夾，對應着120種水果或蔬菜
• 此外，文件解壓出來還含有文件readme.md, LICENSE，記錄了數據集的介紹和授權等信息。

 

---

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.