Mushroom Disease Dataset (Healthy, Black Mold & Green Mold)
Published: 16 June 2025| Version 1 | DOI: 10.17632/jrbx34k77g.1
Contributors:
Abdullah Mazumdar, Jubayer Ahmed Bhuiyan Shawon, Sumon Debnath, Md AbdullahDescription
Mushroom cultivation bags, categorized into healthy, single-infected, and mixed-infected classes, were photographed at the Mushroom Development Institute in Savar, Dhaka, Bangladesh. The dataset comprises a total of 680 high-resolution images, including 299 healthy samples, 72 single-infected ones, and 309 mixed-infected images. The infected samples are contaminated with green mold, black mold, or both. The mixed-infected category represents bags affected by multiple pathogens or overlapping infection patterns, typically involving a combination of these two types of mold.
Files
Categories
Computer Vision, Image Processing, Machine Learning, Feature Extraction, Pattern Recognition, Agricultural Technology, Deep Learning, Transfer Learning, Data Augmentation