Datasets:
File size: 1,750 Bytes
c5c1a81 c4f1cc3 c5c1a81 4af344a c4f1cc3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 | ---
dataset_info:
features:
- name: bands
dtype: binary
- name: bands_shape
list: int64
- name: bands_dtype
dtype: string
- name: rgb
dtype: image
- name: mask
dtype: image
- name: split
dtype: string
- name: acquisition_date
dtype: string
- name: time
dtype: string
- name: latitude
dtype: string
- name: longitude
dtype: string
- name: altitude
dtype: string
splits:
- name: train
num_bytes: 3946641326
num_examples: 734
download_size: 3874929121
dataset_size: 3946641326
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: cc-by-4.0
task_categories:
- image-segmentation
size_categories:
- n<1K
---
# Weedy Rice Segmentation
A dataset for semantic segmentation of weedy rice. The dataset contains 734 images with pixel-level mask annotations.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
The original train/test/val split has been preserved in the `split` column.
## Citation
```bibtex
@article{nguyen2025dataset,
title={A dataset of aligned RGB and multispectral UAV imagery for semantic segmentation of weedy rice},
author={Nguyen, Van-Hoa and Le, Cong-Doan and Truong, Minh-Tuyen and Bui, Mai-Phung Thi and Le, Thanh-Phong},
journal={Data in Brief},
volume={63},
pages={112237},
year={2025},
publisher={Elsevier}
}
```
Nguyen, Van Hoa; Le, Cong-Doan; Truong, Minh-Tuyen; Bui, Mai-Phung; Le, Thanh-Phong (2025), “A Dataset of Aligned RGB and Multispectral UAV Imagery for Semantic Segmentation of Weedy Rice”, Mendeley Data, V1, doi: 10.17632/vt4s83pxx6.1
*This dataset was reformatted from its original format to match HuggingFace standards.* |