yusuf802/plant-images
收藏Hugging Face2023-10-15 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/yusuf802/plant-images
下载链接
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资源简介:
---
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': Apple_Black_rot
'1': Apple_Cedar_apple_rust
'2': Apple_Powdery_mildew
'3': Apple_healthy
'4': Apple_scab
'5': Cherry_(including_sour)_Powdery_mildew
'6': Cherry_(including_sour)_healthy
'7': Corn_(maize)_Cercospora_leaf_spot Gray_leaf_spot
'8': Corn_(maize)_Common_rust
'9': Corn_(maize)_Northern_Leaf_Blight
'10': Corn_(maize)_healthy
'11': Cotton_leaf_diseased
'12': Cotton_leaf_fresh
'13': Grape_Black_rot
'14': Grape___Esca_(Black_Measles)
'15': Grape___Leaf_blight_(Isariopsis_Leaf_Spot)
'16': Grape___healthy
'17': Orange_Haunglongbing_(Citrus_greening)
'18': Orange__Black_Rot
'19': Orange__Canker
'20': Orange__Healthy
'21': Peach_Bacterial_spot
'22': Peach_healthy
'23': Pepper,_bell_Bacterial_spot
'24': Pepper,_bell_healthy
'25': Potato_Early_blight
'26': Potato_Late_blight
'27': Potato_healthy
'28': Squash_Powdery_mildew
'29': Strawberry_Leaf_scorch
'30': Strawberry_healthy
'31': Tomato_Bacterial_spot
'32': Tomato_Early_blight
'33': Tomato_Late_blight
'34': Tomato_Leaf_Mold
'35': Tomato_Septoria_leaf_spot
'36': Tomato_Spider_mites_Two_spotted_spider_mite
'37': Tomato_Target_Spot
'38': Tomato_Tomato_Yellow_Leaf_Curl_Virus
'39': Tomato_Tomato_mosaic_virus
'40': Tomato_healthy
'41': Wheat_healthy
'42': Wheat_leaf_rust
'43': Wheat_nitrogen_deficiency
splits:
- name: train
num_bytes: 5783472143.757347
num_examples: 56842
- name: test
num_bytes: 929558444.8586537
num_examples: 10032
download_size: 6448751314
dataset_size: 6713030588.616001
---
# Dataset Card for "plant-images"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
configs:
- 配置名称(config_name): default
数据文件(data_files):
- 数据划分(split): 训练集
路径(path): data/train-*
- 数据划分(split): 测试集
路径(path): data/test-*
dataset_info:
特征(features):
- 名称(name): 图像(image)
数据类型(dtype): 图像
- 名称(name): 标签(label)
数据类型(dtype):
类别标签(class_label):
类别名称(names):
'0': 苹果黑腐病(Apple_Black_rot)
'1': 苹果雪松锈病(Apple_Cedar_apple_rust)
'2': 苹果白粉病(Apple_Powdery_mildew)
'3': 健康苹果(Apple_healthy)
'4': 苹果疮痂病(Apple_scab)
'5': 樱桃(含酸樱桃)白粉病(Cherry_(including_sour)_Powdery_mildew)
'6': 健康樱桃(含酸樱桃)(Cherry_(including_sour)_healthy)
'7': 玉米(玉蜀黍)尾孢叶斑病·灰斑病(Corn_(maize)_Cercospora_leaf_spot Gray_leaf_spot)
'8': 玉米(玉蜀黍)普通锈病(Corn_(maize)_Common_rust)
'9': 玉米(玉蜀黍)北方叶枯病(Corn_(maize)_Northern_Leaf_Blight)
'10': 健康玉米(玉蜀黍)(Corn_(maize)_healthy)
'11': 感病棉花叶片(Cotton_leaf_diseased)
'12': 健康棉花叶片(Cotton_leaf_fresh)
'13': 葡萄黑腐病(Grape_Black_rot)
'14': 葡萄埃斯卡病(黑麻疹)(Grape___Esca_(Black_Measles))
'15': 葡萄叶枯病(艾里欧帕西斯叶斑病)(Grape___Leaf_blight_(Isariopsis_Leaf_Spot))
'16': 健康葡萄(Grape___healthy)
'17': 柑橘黄龙病(Citrus绿病)(Orange_Haunglongbing_(Citrus_greening))
'18': 橙子黑腐病(Orange__Black_Rot)
'19': 橙子溃疡病(Orange__Canker)
'20': 健康橙子(Orange__Healthy)
'21': 桃树细菌性斑点病(Peach_Bacterial_spot)
'22': 健康桃树(Peach_healthy)
'23': 甜椒细菌性斑点病(Pepper,_bell_Bacterial_spot)
'24': 健康甜椒(Pepper,_bell_healthy)
'25': 马铃薯早疫病(Potato_Early_blight)
'26': 马铃薯晚疫病(Potato_Late_blight)
'27': 健康马铃薯(Potato_healthy)
'28': 南瓜白粉病(Squash_Powdery_mildew)
'29': 草莓叶焦病(Strawberry_Leaf_scorch)
'30': 健康草莓(Strawberry_healthy)
'31': 番茄细菌性斑点病(Tomato_Bacterial_spot)
'32': 番茄早疫病(Tomato_Early_blight)
'33': 番茄晚疫病(Tomato_Late_blight)
'34': 番茄叶霉病(Tomato_Leaf_Mold)
'35': 番茄Septoria叶斑病(Tomato_Septoria_leaf_spot)
'36': 番茄二斑叶螨危害(Tomato_Spider_mites_Two_spotted_spider_mite)
'37': 番茄靶斑病(Tomato_Target_Spot)
'38': 番茄黄化曲叶病毒病(Tomato_Tomato_Yellow_Leaf_Curl_Virus)
'39': 番茄花叶病毒病(Tomato_Tomato_mosaic_virus)
'40': 健康番茄(Tomato_healthy)
'41': 健康小麦(Wheat_healthy)
'42': 小麦叶锈病(Wheat_leaf_rust)
'43': 小麦缺氮症(Wheat_nitrogen_deficiency)
数据划分(splits):
- 名称(name): 训练集
字节数(num_bytes): 5783472143.757347
样本数(num_examples): 56842
- 名称(name): 测试集
字节数(num_bytes): 929558444.8586537
样本数(num_examples): 10032
下载总大小(download_size): 6448751314
数据集总大小(dataset_size): 6713030588.616001
---
# 「植物图像」数据集卡片(Dataset Card for "plant-images")
[需补充更多信息](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
提供机构:
yusuf802原始信息汇总
数据集概述
数据集配置
- 默认配置:
- 训练集:
- 路径:
data/train-*
- 路径:
- 测试集:
- 路径:
data/test-*
- 路径:
- 训练集:
数据集信息
- 特征:
- 图像:
- 数据类型:图像
- 标签:
- 数据类型:类别标签
- 类别名称:
0: Apple_Black_rot1: Apple_Cedar_apple_rust2: Apple_Powdery_mildew3: Apple_healthy4: Apple_scab5: Cherry_(including_sour)_Powdery_mildew6: Cherry_(including_sour)_healthy7: Corn_(maize)_Cercospora_leaf_spot Gray_leaf_spot8: Corn_(maize)_Common_rust9: Corn_(maize)_Northern_Leaf_Blight10: Corn_(maize)_healthy11: Cotton_leaf_diseased12: Cotton_leaf_fresh13: Grape_Black_rot14: Grape___Esca_(Black_Measles)15: Grape___Leaf_blight_(Isariopsis_Leaf_Spot)16: Grape___healthy17: Orange_Haunglongbing_(Citrus_greening)18: Orange__Black_Rot19: Orange__Canker20: Orange__Healthy21: Peach_Bacterial_spot22: Peach_healthy23: Pepper,_bell_Bacterial_spot24: Pepper,_bell_healthy25: Potato_Early_blight26: Potato_Late_blight27: Potato_healthy28: Squash_Powdery_mildew29: Strawberry_Leaf_scorch30: Strawberry_healthy31: Tomato_Bacterial_spot32: Tomato_Early_blight33: Tomato_Late_blight34: Tomato_Leaf_Mold35: Tomato_Septoria_leaf_spot36: Tomato_Spider_mites_Two_spotted_spider_mite37: Tomato_Target_Spot38: Tomato_Tomato_Yellow_Leaf_Curl_Virus39: Tomato_Tomato_mosaic_virus40: Tomato_healthy41: Wheat_healthy42: Wheat_leaf_rust43: Wheat_nitrogen_deficiency
- 图像:
数据集划分
- 训练集:
- 字节数:5783472143.757347
- 样本数:56842
- 测试集:
- 字节数:929558444.8586537
- 样本数:10032
数据集大小
- 下载大小:6448751314
- 数据集大小:6713030588.616001
搜集汇总
数据集介绍

背景与挑战
背景概述
该数据集是一个植物图像分类数据集,包含66,874张图像,总大小为6.45 GB,涵盖44个类别,涉及多种植物及其健康或疾病状态。数据集已分割为训练集和测试集,适用于机器学习模型训练和评估,主要用于农业或植物病理学领域的图像识别任务。
以上内容由遇见数据集搜集并总结生成



