BDHusk: A Comprehensive Dataset of Different Husk Species Images as a Component of Cattle Feed from Different Regions of Bangladesh.

The newly established dataset "Husk" encompasses comprehensive information on various species of husk commonly encountered in various parts of Bangladesh. This dataset comprises a representation of eight distinct species of husk. Such as Oryza sativa, Zea mays, Triticum aestivum, Cicer arietinum, Lens culinaris, Glycine max, Lathyrus sativus, and Pisum sativum var. arvense L. Poiret. The dataset contains a total of 2,400 original images, along with an additional 9280 augmented images. We took great care to meticulously capture each original image, ensuring that we utilised natural lighting conditions and a suitable background. We diligently collected these images over a span of two months, specifically from July 2023 to August 2023, capturing them from various distinct locations within the Sirajganj district. The extensive dataset possesses great potential for researchers to leverage a variety of machine learning and deep learning methods to make significant advancements in the agricultural sector. This resource is of great worth for subsequent inquiries as it lays the groundwork for pivotal advancements in these fields.