README.md

---
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

```bibtex
@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