beans

Beans is a dataset of images of beans taken in the field using smartphone cameras. It consists of 3 classes: 2 disease classes and the healthy class. Diseases depicted include Angular Leaf Spot and Bean Rust. Data was annotated by experts from the National Crops Resources Research Institute (NaCRRI) in Uganda and collected by the Makerere AI research lab.

Features

FeaturesDict({
    'image': Image(shape=(500, 500, 3), dtype=tf.uint8),
    'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=3),
})

Statistics

Split Examples
ALL 1,295
TRAIN 1,034
VALIDATION 133
TEST 128

Homepage

Supervised keys (for as_supervised=True)

('image', 'label')

Citation

@ONLINE {beansdata,
    author="Makerere AI Lab",
    title="Bean disease dataset",
    month="January",
    year="2020",
    url="https://github.com/AI-Lab-Makerere/ibean/"
}