首页 分享 常见药用植物草本植物检测数据集VOC+YOLO格式9229张143类别

常见药用植物草本植物检测数据集VOC+YOLO格式9229张143类别

来源:花匠小妙招 时间:2026-02-01 08:36

数据集格式:Pascal VOC格式+YOLO格式(不包含分割路径的txt文件,仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)

图片数量(jpg文件个数):9229

标注数量(xml文件个数):9229

标注数量(txt文件个数):9229

标注类别数:143

所在github仓库:firc-dataset

标注类别名称(注意yolo格式类别顺序不和这个对应,而以labels文件夹classes.txt为准):["Acacia","Aerva lanata","Ajwain","Aloe vera","AloeVera","Amla","Andrographis paniculata","Ankur","Aquatic-Ginger","Ashoka","Ashwagandha","Bacopa monnieri","Bael","Basil","Belpatra","Calotropis gigantea","Cardamom","Castor Oil Plant","Celosia-Argentea","Centella asiatica","Champa","Chinese-Ixora","Chirata","Chromolaena odorata","Cinnamon","Cissus quadrangularis","Clerodendrum infortunatum","Clitoria ternatea","Coccinia grandis","Coleus","Common Ivy","CopperLeaf","Coptis","Curcuma longa","Cyprus","Datura","Datura metal linn","Desmodium gangeticum","Dill","Fenugreek","Gokharu","Guggul","Hemigraphis colorata","Henbane","Henna","Horse Nettle Berries","Houseleek","Indian Birthwort","Indian Pulai","Indrajav Seeda","Ipecac","Ivy Leaved Violet","Jamun","Jasmine","Jatamansi","Kaempferia galanga linn","Kali Musli","Kandankathiri","Kateri","Kirmala","Kokilaksha","Kutaja","Kutki","Lavender","Licquorice","Lipstick-Plant","Madhuca Indica","Mahua","Medicinal-Arive Dantu","Medicinal-Basale","Medicinal-Neem","Medicinal-Rose Apple","Mentha spicata","Morning Glory","Mountain Peanut","Mulethi","Nardostachys jatamans","Nepal Yam","Nettle","Ocimum gratissimum","Ocimum tenuiflorum","Olive","Oxalis corniculata","Palash","Peperomia pellucida","Phyllanthus niruri","Picrorhiza kurroa","Pine","Piper betle","Piper longum","Piper nigrum","Plantago Ovata","Plectranthus barbatus","Plumbago indica","Pseudarthria viscida","Puncture Vine","Ricinus","Ricinus communis linn","Rosary Pea","Sadabahar","Sadaphuli","Sandalwood","Saussurea Costus","Serpentine Root","Silverleaf Nightshade","Simpoh-Lak","Solanum Incanum","Solanum Xanthocarpum","Somavalli","Sweet Basil","Tamarind","Thai Eggplant","Thyme","Ti","Tinospora cordifolia","Triphala","Turmeric","Turpeth","Utranajutuka","Vilvam Tree","Visadodi","Wood Rose","Wormwood","Yam","acerifolia","aestivalis","ambrosia","amurensis","cinera","coscinium fenestratum","curcuma longa","hygrophila auriculat","labrusca","luotuoci","neem","riparia","rupestris","shaji","sp","syzygium cumin -L.- Skeel","vana_tulsi","vulpina","zhumaocai"]

每个类别标注的框数:

Acacia (金合欢属/相思树) 框数 = 3

Aerva lanata (白花苋/假马齿苋) 框数 = 1016

Ajwain (阿育魏实/印度藏茴香) 框数 = 6

Aloe vera (芦荟) 框数 = 240

AloeVera (芦荟) 框数 = 65

Amla (余甘子/印度醋栗) 框数 = 14

Andrographis paniculata (穿心莲) 框数 = 1325

Ankur (芽/嫩枝) 框数 = 1

Aquatic-Ginger (水生姜/水生姜) 框数 = 35

Ashoka (无忧树) 框数 = 54

Ashwagandha (南非醉茄/睡茄/印度人参) 框数 = 51

Bacopa monnieri (假马齿苋/婆罗米/巴戈草) 框数 = 473

Bael (孟加拉苹果/印度枳/木橘) 框数 = 28

Basil (罗勒) 框数 = 637

Belpatra (孟加拉苹果叶/木橘叶) 框数 = 28

Calotropis gigantea (牛角瓜/大牛角瓜) 框数 = 1289

Cardamom (小豆蔻) 框数 = 83

Castor Oil Plant (蓖麻) 框数 = 28

Celosia-Argentea (青葙/鸡冠花属) 框数 = 303

Centella asiatica (积雪草/崩大碗/雷公根) 框数 = 619

Champa (黄玉兰/金香木/鸡蛋花) 框数 = 6

Chinese-Ixora (龙船花/仙丹花) 框数 = 267

Chirata (獐牙菜/当药) 框数 = 34

Chromolaena odorata (飞机草/香泽兰) 框数 = 329

Cinnamon (肉桂) 框数 = 30

Cissus quadrangularis (方茎青紫葛/四棱崖爬藤) 框数 = 284

Clerodendrum infortunatum (鬼灯笼/臭牡丹) 框数 = 705

Clitoria ternatea (蝶豆/蓝蝴蝶) 框数 = 1206

Coccinia grandis (红瓜) 框数 = 294

Coleus (彩叶草/鞘蕊花属) 框数 = 154

Common Ivy (常春藤) 框数 = 124

CopperLeaf (红桑/铁苋菜属) 框数 = 18

Coptis (黄连属) 框数 = 10

Curcuma longa (姜黄) 框数 = 288

Cyprus (柏树/莎草属) 框数 = 1

Datura (曼陀罗) 框数 = 77

Datura metal linn (曼陀罗) 框数 = 1260

Desmodium gangeticum (大叶山蚂蝗/钩柄狸尾豆) 框数 = 374

Dill (莳萝) 框数 = 102

Fenugreek (胡芦巴) 框数 = 5

Gokharu (蒺藜) 框数 = 7

Guggul (没药/穆库尔没药) 框数 = 20

Hemigraphis colorata (紫锦草/红毛草) 框数 = 1327

Henbane (莨菪/天仙子) 框数 = 34

Henna (散沫花/海娜) 框数 = 44

Horse Nettle Berries (马颠茄果/刺茄果) 框数 = 3

Houseleek (长生草/石莲花属) 框数 = 1

Indian Birthwort (印度马兜铃) 框数 = 22

Indian Pulai (印度夹竹桃/黑板树) 框数 = 44

Indrajav Seeda (印度贾夫种子/可能为某种植物种子) 框数 = 21

Ipecac (吐根) 框数 = 28

Ivy Leaved Violet (常春藤叶堇菜) 框数 = 10

Jamun (蒲桃/海南蒲桃) 框数 = 29

Jasmine (茉莉) 框数 = 2

Jatamansi (蜘蛛香/缬草属) 框数 = 44

Kaempferia galanga linn (山柰/沙姜) 框数 = 797

Kali Musli (黑毛参/可能为一种药用根茎) 框数 = 22

Kandankathiri (刺茄/可能为一种茄属植物) 框数 = 14

Kateri (刺天茄/可能为一种茄属植物) 框数 = 10

Kirmala (基尔马拉/可能为一种植物) 框数 = 2

Kokilaksha (水蓑衣/可能为一种药用植物) 框数 = 25

Kutaja (止泻木) 框数 = 17

Kutki (胡黄连) 框数 = 56

Lavender (薰衣草) 框数 = 2

Licquorice (甘草) 框数 = 15

Lipstick-Plant (口红花/毛萼口红花) 框数 = 50

Madhuca Indica (紫荆木/马府油树) 框数 = 73

Mahua (紫荆木/马府油树) 框数 = 14

Medicinal-Arive Dantu (药用阿瑞夫丹图/可能为一种药用植物) 框数 = 249

Medicinal-Basale (药用巴萨勒/可能为一种药用罗勒) 框数 = 254

Medicinal-Neem (药用印度楝) 框数 = 219

Medicinal-Rose Apple (药用蒲桃) 框数 = 134

Mentha spicata (留兰香/绿薄荷) 框数 = 1080

Morning Glory (牵牛花) 框数 = 24

Mountain Peanut (山花生/可能为一种豆科植物) 框数 = 3

Mulethi (甘草) 框数 = 4

Nardostachys jatamans (甘松/匙叶甘松) 框数 = 12

Nepal Yam (尼泊尔薯蓣) 框数 = 20

Nettle (荨麻) 框数 = 20

Ocimum gratissimum (丁香罗勒/臭罗勒) 框数 = 1048

Ocimum tenuiflorum (圣罗勒/罗勒属) 框数 = 310

Olive (橄榄) 框数 = 7

Oxalis corniculata (酢浆草) 框数 = 2195

Palash (紫铆/宝树) 框数 = 61

Peperomia pellucida (草胡椒/透明椒草) 框数 = 438

Phyllanthus niruri (珠子草/叶下珠) 框数 = 1374

Picrorhiza kurroa (胡黄连) 框数 = 3

Pine (松树) 框数 = 11

Piper betle (蒌叶) 框数 = 256

Piper longum (荜茇) 框数 = 631

Piper nigrum (胡椒) 框数 = 332

Plantago Ovata (卵叶车前/洋车前子) 框数 = 107

Plectranthus barbatus (髯毛香茶菜/须芒草属) 框数 = 2401

Plumbago indica (紫雪花/蓝茉莉) 框数 = 520

Pseudarthria viscida (假关节草/可能为一种豆科植物) 框数 = 473

Puncture Vine (刺蒺藜) 框数 = 31

Ricinus (蓖麻) 框数 = 21

Ricinus communis linn (蓖麻) 框数 = 299

Rosary Pea (相思子/鸡母珠) 框数 = 107

Sadabahar (长春花/日日春) 框数 = 1

Sadaphuli (萨达芙丽/可能为一种花卉) 框数 = 17

Sandalwood (檀香) 框数 = 66

Saussurea Costus (云木香/广木香) 框数 = 91

Serpentine Root (蛇根草/可能为萝芙木属植物) 框数 = 10

Silverleaf Nightshade (银叶茄) 框数 = 26

Simpoh-Lak (辛波拉克/可能为一种当地植物) 框数 = 116

Solanum Incanum (黄果茄) 框数 = 2

Solanum Xanthocarpum (刺天茄/黄果茄) 框数 = 7

Somavalli (索马瓦利/可能为一种藤本植物) 框数 = 69

Sweet Basil (甜罗勒) 框数 = 74

Tamarind (酸角/罗望子) 框数 = 38

Thai Eggplant (泰国茄子) 框数 = 9

Thyme (百里香) 框数 = 49

Ti (铁树/朱蕉属) 框数 = 73

Tinospora cordifolia (心叶青牛胆/宽筋藤) 框数 = 586

Triphala (三果木/可能指三种果实的混合物) 框数 = 6

Turmeric (姜黄) 框数 = 178

Turpeth (特佩斯/可能为一种药用旋花科植物) 框数 = 12

Utranajutuka (乌特拉纳朱图卡/可能为一种当地植物) 框数 = 40

Vilvam Tree (比尔瓦姆树/可能为一种圣树) 框数 = 3

Visadodi (维萨多迪/可能为一种药用植物) 框数 = 1

Wood Rose (木玫瑰/可能为一种蔷薇科植物或干燥花) 框数 = 1

Wormwood (蒿/苦艾) 框数 = 14

Yam (薯蓣/山药) 框数 = 33

acerifolia (槭叶类植物) 框数 = 433

aestivalis (夏生植物/可能与葡萄品种相关) 框数 = 173

ambrosia (豚草) 框数 = 1203

amurensis (阿穆尔种/可能与葡萄品种相关) 框数 = 516

cinera (灰色植物/可能与葡萄品种相关) 框数 = 1111

coscinium fenestratum (窗格小檗/可能为一种药用藤本) 框数 = 19

curcuma longa (姜黄) 框数 = 9

hygrophila auriculat (耳叶水蓑衣) 框数 = 14

labrusca (美洲葡萄) 框数 = 1224

luotuoci (罗托茨/音译,可能为地方植物名) 框数 = 107

neem (印度楝) 框数 = 329

riparia (河岸葡萄) 框数 = 2504

rupestris (岩生葡萄) 框数 = 928

shaji (沙棘/音译,可能指沙棘属植物) 框数 = 23

sp (物种/表示未确定具体种) 框数 = 454

syzygium cumin -L.- Skeel (蒲桃) 框数 = 11

vana_tulsi (野生圣罗勒) 框数 = 4

vulpina (狐尾葡萄) 框数 = 438

zhumaocai (猪毛菜/音译,可能为藜科植物) 框数 = 40

总框数:38305

图片分辨率:640x640

使用标注工具:labelImg

标注规则:对类别进行画矩形框

重要说明:数据集没有划分训练验证测试集需自行划分

特别声明:本数据集不对训练的模型或者权重文件精度作任何保证

图片预览:

标注例子:

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