CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture

1 code implementation • 17 May 2023 • Talha Ilyas, Dewa Made Sri Arsa, Khubaib Ahmad, Yong Chae Jeong, Okjae Won, Jong Hoon Lee, Hyongsuk Kim

To address these issues, we present the CWD30 dataset, a large-scale, diverse, holistic, and hierarchical dataset tailored for crop-weed recognition tasks in precision agriculture.

TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification

1 code implementation • Elsevier Neural Networks 2022 • Talha Ilyas, Zubaer Ibna Mannan, Abbas Khan, Sami Azam, Hyongsuk Kim, Friso De Boer

Nuclei segmentation and classification of hematoxylin and eosin-stained histology images is a challenging task due to a variety of issues, such as color inconsistency that results from the non-uniform manual staining operations, clustering of nuclei, and blurry and overlapping nuclei boundaries.

Cell Segmentation Classification +1