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yusuf802/plant-images

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Hugging Face2023-10-15 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/yusuf802/plant-images
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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-*
    • 测试集
      • 路径:data/test-*

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_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

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
main_image_url
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
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