README.md

metadata

dataset_info:
  - config_name: augmented
    features:
      - name: image
        dtype: image
      - name: objects
        struct:
          - name: bbox
            list:
              list: float64
          - name: categories
            list:
              class_label:
                names:
                  '0': Rice-Panicle
    splits:
      - name: train
        num_bytes: 881058977
        num_examples: 5701
    download_size: 881828154
    dataset_size: 881058977
  - config_name: raw
    features:
      - name: image
        dtype: image
      - name: objects
        struct:
          - name: bbox
            list:
              list: float64
          - name: categories
            list:
              class_label:
                names:
                  '0': Rice-Panicle
    splits:
      - name: train
        num_bytes: 334084346
        num_examples: 2193
    download_size: 332852237
    dataset_size: 334084346
configs:
  - config_name: augmented
    data_files:
      - split: train
        path: augmented/train-*
  - config_name: raw
    data_files:
      - split: train
        path: raw/train-*
license: cc-by-4.0
task_categories:
  - object-detection
size_categories:
  - 1K<n<10K

Rice Panicle Detection

A dataset for detection of rice panicles. The dataset contains raw and augmented versions. The raw split contains 2,193 images with 40,672 bounding box annotations across 1 category.

The augmented split contains 5,701 images with 122,222 bounding box annotations across 1 category.

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Citation

@article{rashid2023comprehensive,
  title={Comprehensive dataset of annotated rice panicle image from Bangladesh},
  author={Rashid, Mohammad Rifat Ahmmad and Hossain, Md Shafayat and Fahim, MD and Islam, Md Shajibul and Prito, Rizvee Hassan and Sheikh, Md Shahadat Anik and Ali, Md Sawkat and Hasan, Mahamudul and Islam, Maheen and others},
  journal={Data in Brief},
  volume={51},
  pages={109772},
  year={2023},
  publisher={Elsevier}
}

rashid, Mohammad Rifat Ahmmad; Hossain, Md. Shafayat; Fahim, MD; Islam:, Md. Shajibul ; E-Alindo, Tahzib; Prito, Rizvee Hassan ; Sheikh, Md. Shahadat Anik; Ali, Sawkat (2023), “Dataset of Annotated Rice Panicle Image from Bangladesh”, Mendeley Data, V4, doi: 10.17632/ndb6t28xbk.4