PlantWild Dataset Overview

Introduction

PlantWild is a wild multimodal plant disease recognition dataset with the largest number of disease categories. The dataset introduces descriptive prompts to provide rich textual information.

Access

The dataset can be accessed via the following link: PlantWild.

Running

Code for training and evaluation is provided in main.py.

python main.py --config <CONFIG_DIR>

Results

Performance results are shown below:

Citation

If the dataset is useful to your work, please cite:

@inproceedings{MVPDR,
  title={Benchmarking In-the-Wild Multimodal Plant Disease Recognition and A Versatile Baseline},
  author={Wei, Tianqi and Chen, Zhi and Huang, Zi and Yu, Xin},
  booktitle={ACM International Conference on Multimedia},
  year={2024}
}