---
title: plant-pathology-2021
canonical_url: "https://www.modelscope.cn/datasets/timm/plant-pathology-2021"
md_url: "https://www.modelscope.cn/datasets/timm/plant-pathology-2021.md"
repository: timm/plant-pathology-2021
last_updated: 2025-01-08
license: "Apache License 2.0"
storage_size: "15 GB"
downloads: 904
stars: 0
---

# plant-pathology-2021

> plant-pathology-2021 - timm 在 ModelScope 开源的数据集。Description Dataset from the Plant Pathology 2021 (FGVC8) Challenge.

timm/plant-pathology-2021 是 ModelScope 魔搭社区上的数据集，存储大小 15 GB，采用 Apache License 2.0 许可。

- **Repository**: timm/plant-pathology-2021
- **License**: Apache License 2.0
- **Storage size**: 15 GB
- **Downloads**: 904
- **Stars**: 0
- **Last updated**: 2025-01-08

Source: https://www.modelscope.cn/datasets/timm/plant-pathology-2021

---

## Description
Dataset from the Plant Pathology 2021 (FGVC8) Challenge.

'
For Plant Pathology 2021-FGVC8, we have significantly increased the number of foliar disease images and added additional disease categories. This year’s dataset contains approximately 23,000 high-quality RGB images of apple foliar diseases, including a large expert-annotated disease dataset. This dataset reflects real field scenarios by representing non-homogeneous backgrounds of leaf images taken at different maturity stages and at different times of day under different focal camera settings.
'

The original dataset has one train split and a test split that was hidden for the challenge. I have taken 10% of train for a validation, using stratified sampling. I do not have access to the test samples.

- Website:
  - https://www.kaggle.com/c/plant-pathology-2021-fgvc8
  - https://sites.google.com/view/fgvc8/competitions/plantpathologychallenge2021

## Usage
This dataset is serving as a canonical example for multi-label image classificatino datasets with `timm`. The additions to train & val scripts for this are a WIP...

## Citation
```
Thapa, Ranjita, Zhang, Kai, Snavely, Noah, Belongie, Serge, and Khan, Awais. Plant Pathology 2021 - FGVC8.
https://kaggle.com/competitions/plant-pathology-2021-fgvc8, 2021. Kaggle.
```