Orthophoto Dataset of Poaceae Grasses (Lolium perenne L. and Phleum pratense L.)

Orthorectified images of Poaceae species, specifically Lolium perenne L. (perennial ryegrass) and Phleum pratense L. (timothy grass), are presented in this dataset. The original images were captured using high-resolution RGB cameras, yielding an average size of 2736 x 2736 pixels per image. To correct for the “fisheye” distortion introduced by the APEMAN 60 camera and to ensure accurate spatial representation, the images underwent an orthorectification process, resulting in a standardized size of 912 x 912 pixels. This dataset is designed for use in deep learning applications, such as the classification and detection of weeds within Poaceae grass species.