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pinguim062/Plantrex

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Hugging Face2025-12-09 更新2025-12-20 收录
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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-*
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