---
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': Sunflower
            '1': Backside-Sunflower
  splits:
  - name: train
    num_bytes: 1453787962
    num_examples: 4286
  download_size: 1293314179
  dataset_size: 1453787962
- config_name: raw
  features:
  - name: image
    dtype: image
  - name: objects
    struct:
    - name: bbox
      list:
        list: float64
    - name: categories
      list:
        class_label:
          names:
            '0': Sunflower
            '1': Backside-Sunflower
  splits:
  - name: train
    num_bytes: 598164199
    num_examples: 1649
  download_size: 792124835
  dataset_size: 598164199
configs:
- config_name: augmented
  data_files:
  - split: train
    path: augmented/train-*
- config_name: raw
  data_files:
  - split: train
    path: raw/train-*
  default: true
license: cc-by-4.0
task_categories:
- object-detection
size_categories:
- 1K<n<10K
---
# Sunflower Detection

A dataset for detection of sunflowwers. The dataset contains raw and augmented versions.  
The raw split contains 1,649 images with 136,239 bounding box annotations across 2 categories.  

The augmented split contains 4,286 images with 296,333 bounding box annotations across 2 categories.  


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

## Citation

```bibtex
@article{hossain2025drone,
  title={Drone-based dataset of annotated sunflower images from Bangladesh},
  author={Hossain, Md Shafayat and Rashid, Mohammad Rifat Ahmmad and Fahim, Md and Ali, Md Sawkat and Islam, Maheen and Islam, Mohammad Manzurul and Ferdaus, Md Hasanul and Niloy, Nishat Tasnim and others},
  journal={Data in Brief},
  volume={59},
  pages={111417},
  year={2025},
  publisher={Elsevier}
}
```

Rashid, Mohammad Rifat Ahmmad; Fahim, MD. ; Hossain, Md. Shafayat ; Alindo, Tahzib-E- (2024), “Sunflower image dataset from Bangladesh”, Mendeley Data, V1, doi: 10.17632/txct4k36ct.1

*This dataset was reformatted from its original format to match HuggingFace standards.*