PSFD-Musa DATASET

Three dataset folders are presented here that include the Banana variety, Banana Disease, and Banana Deficiency. The dataset of "banana variety" consists of 7 classes (namely: Malbhog fruit (Musa assamica), Malbhog leaf (Musa assamica), Jahaji fruit (Musa chinensis), Jahaji stem (Musa chinensis), Jahaji leaf (Musa chinensis), Kachkol fruit (Musa paradisiaca L.), Bhimkol leaf (M. Balbisiana Colla)). The dataset of "banana disease" consists of 7 classes (namely: Bacterial Soft Rot, Banana Fruit Scarring Beetle, Black Sigatoka, Yellow Sigatoka, Panama disease, Banana Aphids, and PseudoStem Weevil). The dataset of "banana deficiency" consists of 1 class (namely: Potassium deficiency). The images are resized into 256 x 256 dimensions using Python OpenCV programming. As the raw image data are very less, therefore we have augmented it and now the dataset consists of about 8000+ image data. The augmentation is performed using Python programming. All the images are in RGB and .jpg format.

本数据集包含三个子文件夹，分别涵盖香蕉品种（Banana variety）、香蕉病害（Banana Disease）与香蕉缺素（Banana Deficiency）三类数据集。其中，“香蕉品种”数据集共包含7个类别，具体为：马尔布霍果实（Musa assamica）、马尔布霍叶片（Musa assamica）、贾哈吉果实（Musa chinensis）、贾哈吉茎秆（Musa chinensis）、贾哈吉叶片（Musa chinensis）、卡奇科尔果实（Musa paradisiaca L.）、比姆科尔叶片（M. Balbisiana Colla）。“香蕉病害”数据集包含7个类别，分别为：细菌性软腐病（Bacterial Soft Rot）、香蕉果实疤痕甲虫（Banana Fruit Scarring Beetle）、黑条叶斑病（Black Sigatoka）、黄叶斑病（Yellow Sigatoka）、巴拿马病（Panama disease）、香蕉蚜虫（Banana Aphids）以及假茎象甲（PseudoStem Weevil）。“香蕉缺素”数据集仅包含1个类别，即缺钾胁迫（Potassium deficiency）。所有图像均通过Python OpenCV编程调整至256×256像素尺寸。由于原始图像样本量不足，我们对其实施了数据增强处理，当前数据集总图像数量已达8000余张。数据增强操作通过Python编程完成。所有图像均采用RGB色彩模式且存储为.jpg格式。