fmagot01/beans_all_preprocessed

---
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
dataset_info:
features:
- name: image_file_path
dtype: string
- name: image
dtype: image
- name: labels
dtype:
class_label:
names:
'0': angular_leaf_spot
'1': bean_rust
'2': healthy
splits:
- name: train
num_bytes: 143754816.662
num_examples: 1034
- name: validation
num_bytes: 18514596.0
num_examples: 133
- name: test
num_bytes: 17719412.0
num_examples: 128
download_size: 179978089
dataset_size: 179988824.662
---
# Dataset Card for "beans_all_preprocessed"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

This dataset contains preprocessed bean images for classification tasks. It is divided into train, validation, and test sets, each containing a different number of image files. The image features include the image file path, the image itself, and the corresponding labels. The labels are categorized into three classes: angular_leaf_spot, bean_rust, and healthy. Detailed information about the dataset includes the size and number of examples for each split, as well as the total download and dataset size.

原始信息汇总

数据集概述

数据集配置

• 配置名称: default
• 数据文件路径:
  • 训练集: data/train-*
  • 验证集: data/validation-*
  • 测试集: data/test-*

数据集信息

• 特征:
  • 名称: image_file_path
    • 数据类型: string
  • 名称: image
    • 数据类型: image
  • 名称: labels
    • 数据类型: class_label
      • 类别名称:
        • 0: angular_leaf_spot
        • 1: bean_rust
        • 2: healthy

数据集分割

• 训练集:
  • 字节数: 143754816.662
  • 样本数: 1034
• 验证集:
  • 字节数: 18514596.0
  • 样本数: 133
• 测试集:
  • 字节数: 17719412.0
  • 样本数: 128

数据集大小

• 下载大小: 179978089
• 数据集大小: 179988824.662