pinguim062/Plantrex
收藏Hugging Face2025-12-09 更新2025-12-20 收录
下载链接:
https://hf-mirror.com/datasets/pinguim062/Plantrex
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资源简介:
---
license: mit
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': apple_apple_scab
'1': apple_black_rot
'2': apple_cedar_apple_rust
'3': bean_angular_leaf_spot
'4': bean_rust
'5': bell_pepper_bacterial_spot
'6': cherry_powdery_mildew
'7': corn_cercospora_leaf_spot
'8': corn_common_rust
'9': corn_gray_leaf_spot
'10': corn_northern_leaf_blight
'11': cotton_aphids
'12': cotton_army_worm
'13': cotton_bacterial_blight
'14': cotton_powdery_mildew
'15': cotton_target_spot
'16': diseased_cucumber
'17': diseased_rice
'18': grape_black_rot
'19': grape_esca_black_measles
'20': grape_leaf_blight
'21': groundnut_early_leaf_spot
'22': groundnut_late_leaf_spot
'23': groundnut_nutrition_deficiency
'24': groundnut_rust
'25': guava_anthracnose
'26': guava_fruit_fly
'27': healthy_apple
'28': healthy_bean
'29': healthy_bell_pepper
'30': healthy_cherry
'31': healthy_corn
'32': healthy_cotton
'33': healthy_cucumber
'34': healthy_grape
'35': healthy_groundnut
'36': healthy_guava
'37': healthy_lemon
'38': healthy_peach
'39': healthy_potato
'40': healthy_pumpkin
'41': healthy_rice
'42': healthy_strawberry
'43': healthy_sugarcane
'44': healthy_tomato
'45': healthy_wheat
'46': lemon_anthracnose
'47': lemon_bacterial_blight
'48': lemon_citrus_canker
'49': lemon_curl_virus
'50': lemon_deficiency
'51': lemon_dry_leaf
'52': lemon_sooty_mould
'53': lemon_spider_mites
'54': peach_bacterial_spot
'55': potato_early_blight
'56': potato_late_blight
'57': pumpkin_bacterial_leaf_spot
'58': pumpkin_downy_mildew
'59': pumpkin_mosaic_disease
'60': pumpkin_powdery_mildew
'61': strawberry_leaf_scorch
'62': sugarcane_bacterial_blight
'63': sugarcane_mosaic
'64': sugarcane_red_rot
'65': sugarcane_rust
'66': sugarcane_yellow_leaf_disease
'67': tomato_bacterial_spot
'68': tomato_early_blight
'69': tomato_late_blight
'70': tomato_septoria_leaf_spot
'71': tomato_yellow_leaf_curl_virus
'72': wheat_aphid
'73': wheat_black_rust
'74': wheat_blast
'75': wheat_brown_rust
'76': wheat_common_root_rot
'77': wheat_fusarium_head_blight
'78': wheat_leaf_blight
'79': wheat_mildew
'80': wheat_mite
'81': wheat_septoria
'82': wheat_smut
'83': wheat_stem_fly
'84': wheat_tan_spot
'85': wheat_yellow_rust
splits:
- name: train
num_bytes: 7284155860
num_examples: 115076
- name: validation
num_bytes: 967722936
num_examples: 14356
- name: test
num_bytes: 979110812
num_examples: 14454
download_size: 8233830337
dataset_size: 9230989608
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---
许可证:MIT许可证
数据集详情:
数据特征:
- 特征名称:图像(image)
数据类型:图像(image)
- 特征名称:标签(label)
数据类型:
类别标签(class_label):
类别名映射:
0: 苹果黑星病(apple_apple_scab)
1: 苹果黑腐病(apple_black_rot)
2: 苹果桧柏锈病(apple_cedar_apple_rust)
3: 菜豆角斑病(bean_angular_leaf_spot)
4: 菜豆锈病(bean_rust)
5: 甜椒细菌性斑点病(bell_pepper_bacterial_spot)
6: 樱桃白粉病(cherry_powdery_mildew)
7: 玉米尾孢叶斑病(corn_cercospora_leaf_spot)
8: 玉米普通锈病(corn_common_rust)
9: 玉米灰斑病(corn_gray_leaf_spot)
10: 玉米北方叶枯病(corn_northern_leaf_blight)
11: 棉花蚜虫虫害(cotton_aphids)
12: 棉花黏虫虫害(cotton_army_worm)
13: 棉花细菌性枯萎病(cotton_bacterial_blight)
14: 棉花白粉病(cotton_powdery_mildew)
15: 棉花靶斑病(cotton_target_spot)
16: 患病黄瓜(diseased_cucumber)
17: 患病水稻(diseased_rice)
18: 葡萄黑腐病(grape_black_rot)
19: 葡萄ESCA黑疹病(grape_esca_black_measles)
20: 葡萄叶枯病(grape_leaf_blight)
21: 花生早斑病(groundnut_early_leaf_spot)
22: 花生晚斑病(groundnut_late_leaf_spot)
23: 花生营养缺素症(groundnut_nutrition_deficiency)
24: 花生锈病(groundnut_rust)
25: 番石榴炭疽病(guava_anthracnose)
26: 番石榴实蝇虫害(guava_fruit_fly)
27: 健康苹果(healthy_apple)
28: 健康菜豆(healthy_bean)
29: 健康甜椒(healthy_bell_pepper)
30: 健康樱桃(healthy_cherry)
31: 健康玉米(healthy_corn)
32: 健康棉花(healthy_cotton)
33: 健康黄瓜(healthy_cucumber)
34: 健康葡萄(healthy_grape)
35: 健康花生(healthy_groundnut)
36: 健康番石榴(healthy_guava)
37: 健康柠檬(healthy_lemon)
38: 健康桃(healthy_peach)
39: 健康马铃薯(healthy_potato)
40: 健康南瓜(healthy_pumpkin)
41: 健康水稻(healthy_rice)
42: 健康草莓(healthy_strawberry)
43: 健康甘蔗(healthy_sugarcane)
44: 健康番茄(healthy_tomato)
45: 健康小麦(healthy_wheat)
46: 柠檬炭疽病(lemon_anthracnose)
47: 柠檬细菌性枯萎病(lemon_bacterial_blight)
48: 柠檬柑橘溃疡病(lemon_citrus_canker)
49: 柠檬曲叶病毒病(lemon_curl_virus)
50: 柠檬营养缺素症(lemon_deficiency)
51: 柠檬枯叶病(lemon_dry_leaf)
52: 柠檬煤污病(lemon_sooty_mould)
53: 柠檬红蜘蛛虫害(lemon_spider_mites)
54: 桃细菌性斑点病(peach_bacterial_spot)
55: 马铃薯早疫病(potato_early_blight)
56: 马铃薯晚疫病(potato_late_blight)
57: 南瓜细菌性叶斑病(pumpkin_bacterial_leaf_spot)
58: 南瓜霜霉病(pumpkin_downy_mildew)
59: 南瓜花叶病(pumpkin_mosaic_disease)
60: 南瓜白粉病(pumpkin_powdery_mildew)
61: 草莓叶烧病(strawberry_leaf_scorch)
62: 甘蔗细菌性枯萎病(sugarcane_bacterial_blight)
63: 甘蔗花叶病(sugarcane_mosaic)
64: 甘蔗红腐病(sugarcane_red_rot)
65: 甘蔗锈病(sugarcane_rust)
66: 甘蔗黄叶病(sugarcane_yellow_leaf_disease)
67: 番茄细菌性斑点病(tomato_bacterial_spot)
68: 番茄早疫病(tomato_early_blight)
69: 番茄晚疫病(tomato_late_blight)
70: 番茄壳针孢叶斑病(tomato_septoria_leaf_spot)
71: 番茄黄化曲叶病毒病(tomato_yellow_leaf_curl_virus)
72: 小麦蚜虫虫害(wheat_aphid)
73: 小麦黑色锈病(wheat_black_rust)
74: 小麦瘟病(wheat_blast)
75: 小麦褐色锈病(wheat_brown_rust)
76: 小麦普通根腐病(wheat_common_root_rot)
77: 小麦赤霉病(wheat_fusarium_head_blight)
78: 小麦叶枯病(wheat_leaf_blight)
79: 小麦霉病(wheat_mildew)
80: 小麦螨类虫害(wheat_mite)
81: 小麦壳针孢叶斑病(wheat_septoria)
82: 小麦黑粉病(wheat_smut)
83: 小麦茎蝇虫害(wheat_stem_fly)
84: 小麦褐斑病(wheat_tan_spot)
85: 小麦黄色锈病(wheat_yellow_rust)
数据集划分:
- 划分集名称:训练集(train)
数据字节量:7284155860
样本数量:115076
- 划分集名称:验证集(validation)
数据字节量:967722936
样本数量:14356
- 划分集名称:测试集(test)
数据字节量:979110812
样本数量:14454
下载总大小:8233830337
数据集总占用大小:9230989608
配置项:
- 配置名称:默认配置(default)
数据文件路径:
- 对应训练集划分:
路径:data/train-*
- 对应验证集划分:
路径:data/validation-*
- 对应测试集划分:
路径:data/test-*
提供机构:
pinguim062



