82种草药和植物检测数据集6667张VOC+YOLO格式
该数据集包含82种草药和植物的6,667张图像,采用Pascal VOC和YOLO格式标注(各6,667个xml和txt文件)。图像分辨率为640x640,总标注框数14,456个。数据集涵盖植物各部位(花、叶、果实、全株),如木通、堇菜、东风菜等,部分类别包含中英文对照。每个类别标注数量和图片分布不均,如Minari-Leaf标注704框/100图,而poppy仅19框/8图。数据集未划分训练验
82种草药和植物检测数据集6667张VOC+YOLO格式
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):6667
标注数量(xml文件个数):6667
标注数量(txt文件个数):6667
标注类别数:82
所在github仓库:datasets_sl
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):["Bulnamu-Flower","Bulnamu-Fruit","Bulnamu-Leaf","Bulnamu-WholePlant","Dokminari-Flower","Dokminari-Fruit","Dokminari-Leaf","Dokminari-WholePlant","Donguinamul-Flower","Donguinamul-Leaf","Donguinamul-WholePlant","Gaeotnamu-Flower","Gaeotnamu-Fruit","Gaeotnamu-Leaf","Gaeotnamu-WholePlant","Gomchwi-Flower","Gomchwi-Fruit","Gomchwi-Leaf","Gomchwi-WholePlant","Minari-Flower","Minari-Fruit","Minari-Leaf","Minari-WholePlant","Sanmaneul-Flower","Sanmaneul-Leaf","Sanmaneul-WholePlant","chock_flower","chock_fruit","chock_leaf","chock_total","dakpul_all","dakpul_flo","dakpul_fruit","dakpul_leaf","dambaeful_flower","dambaeful_fruit","dambaeful_leaf","dambaeful_total","dokkaebi_all","dokkaebi_flower","dokkaebi_fruits","dokkaebi_leaves","eojeogui_all","eojeogui_flo","eojeogui_fruit","eojeogui_leaf","foxpee_all","foxpee_flo","foxpee_fruit","foxpee_leaf","gaji_all","gaji_flower","gaji_fruits","gaji_leaves","gasibak_all","gasibak_flower","gasibak_fruits","gasibak_leaves","geayeoky_flower","geayeoky_fruit","geayeoky_leaf","geayeoky_total","parksay","parksay_flower","poppy","poppydrug","sky_all","sky_flower","sky_fruits","sky_leaves","wonchuri_all","wonchuri_flower","wonchuri_fruits","wonchuri_leaves","yeoky_flower","yeoky_fruit","yeoky_leaf","yeoky_total","yeoro_all","yeoro_flower","yeoro_fruits","yeoro_leaves"]
每个类别标注的框数:
Bulnamu-Flower 框数 = 201
Bulnamu-Fruit 框数 = 433
Bulnamu-Leaf 框数 = 447
Bulnamu-WholePlant 框数 = 83
Dokminari-Flower 框数 = 200
Dokminari-Fruit 框数 = 233
Dokminari-Leaf 框数 = 202
Dokminari-WholePlant 框数 = 88
Donguinamul-Flower 框数 = 124
Donguinamul-Leaf 框数 = 326
Donguinamul-WholePlant 框数 = 192
Gaeotnamu-Flower 框数 = 24
Gaeotnamu-Fruit 框数 = 230
Gaeotnamu-Leaf 框数 = 431
Gaeotnamu-WholePlant 框数 = 84
Gomchwi-Flower 框数 = 200
Gomchwi-Fruit 框数 = 159
Gomchwi-Leaf 框数 = 309
Gomchwi-WholePlant 框数 = 84
Minari-Flower 框数 = 199
Minari-Fruit 框数 = 227
Minari-Leaf 框数 = 704
Minari-WholePlant 框数 = 101
Sanmaneul-Flower 框数 = 81
Sanmaneul-Leaf 框数 = 696
Sanmaneul-WholePlant 框数 = 170
chock_flower 框数 = 128
chock_fruit 框数 = 68
chock_leaf 框数 = 599
chock_total 框数 = 100
dakpul_all 框数 = 197
dakpul_flo 框数 = 155
dakpul_fruit 框数 = 146
dakpul_leaf 框数 = 296
dambaeful_flower 框数 = 212
dambaeful_fruit 框数 = 537
dambaeful_leaf 框数 = 253
dambaeful_total 框数 = 100
dokkaebi_all 框数 = 93
dokkaebi_flower 框数 = 150
dokkaebi_fruits 框数 = 133
dokkaebi_leaves 框数 = 103
eojeogui_all 框数 = 92
eojeogui_flo 框数 = 126
eojeogui_fruit 框数 = 360
eojeogui_leaf 框数 = 319
foxpee_all 框数 = 136
foxpee_flo 框数 = 173
foxpee_fruit 框数 = 271
foxpee_leaf 框数 = 693
gaji_all 框数 = 93
gaji_flower 框数 = 106
gaji_fruits 框数 = 115
gaji_leaves 框数 = 120
gasibak_all 框数 = 100
gasibak_flower 框数 = 131
gasibak_fruits 框数 = 100
gasibak_leaves 框数 = 180
geayeoky_flower 框数 = 182
geayeoky_fruit 框数 = 160
geayeoky_leaf 框数 = 111
geayeoky_total 框数 = 100
parksay 框数 = 87
parksay_flower 框数 = 23
poppy 框数 = 19
poppydrug 框数 = 16
sky_all 框数 = 98
sky_flower 框数 = 106
sky_fruits 框数 = 114
sky_leaves 框数 = 127
wonchuri_all 框数 = 17
wonchuri_flower 框数 = 13
wonchuri_fruits 框数 = 10
wonchuri_leaves 框数 = 40
yeoky_flower 框数 = 149
yeoky_fruit 框数 = 89
yeoky_leaf 框数 = 251
yeoky_total 框数 = 84
yeoro_all 框数 = 11
yeoro_flower 框数 = 12
yeoro_fruits 框数 = 5
yeoro_leaves 框数 = 19
总框数:14456
每个类别占有图片数:
Bulnamu-Flower 占有图片数 = 100
Bulnamu-Fruit 占有图片数 = 100
Bulnamu-Leaf 占有图片数 = 99
Bulnamu-WholePlant 占有图片数 = 83
Dokminari-Flower 占有图片数 = 100
Dokminari-Fruit 占有图片数 = 100
Dokminari-Leaf 占有图片数 = 101
Dokminari-WholePlant 占有图片数 = 88
Donguinamul-Flower 占有图片数 = 79
Donguinamul-Leaf 占有图片数 = 143
Donguinamul-WholePlant 占有图片数 = 190
Gaeotnamu-Flower 占有图片数 = 12
Gaeotnamu-Fruit 占有图片数 = 100
Gaeotnamu-Leaf 占有图片数 = 103
Gaeotnamu-WholePlant 占有图片数 = 84
Gomchwi-Flower 占有图片数 = 100
Gomchwi-Fruit 占有图片数 = 62
Gomchwi-Leaf 占有图片数 = 100
Gomchwi-WholePlant 占有图片数 = 84
Minari-Flower 占有图片数 = 100
Minari-Fruit 占有图片数 = 100
Minari-Leaf 占有图片数 = 100
Minari-WholePlant 占有图片数 = 100
Sanmaneul-Flower 占有图片数 = 28
Sanmaneul-Leaf 占有图片数 = 187
Sanmaneul-WholePlant 占有图片数 = 167
chock_flower 占有图片数 = 100
chock_fruit 占有图片数 = 58
chock_leaf 占有图片数 = 100
chock_total 占有图片数 = 100
dakpul_all 占有图片数 = 100
dakpul_flo 占有图片数 = 100
dakpul_fruit 占有图片数 = 100
dakpul_leaf 占有图片数 = 100
dambaeful_flower 占有图片数 = 100
dambaeful_fruit 占有图片数 = 113
dambaeful_leaf 占有图片数 = 100
dambaeful_total 占有图片数 = 100
dokkaebi_all 占有图片数 = 93
dokkaebi_flower 占有图片数 = 100
dokkaebi_fruits 占有图片数 = 100
dokkaebi_leaves 占有图片数 = 100
eojeogui_all 占有图片数 = 85
eojeogui_flo 占有图片数 = 100
eojeogui_fruit 占有图片数 = 100
eojeogui_leaf 占有图片数 = 100
foxpee_all 占有图片数 = 84
foxpee_flo 占有图片数 = 100
foxpee_fruit 占有图片数 = 100
foxpee_leaf 占有图片数 = 100
gaji_all 占有图片数 = 93
gaji_flower 占有图片数 = 100
gaji_fruits 占有图片数 = 100
gaji_leaves 占有图片数 = 100
gasibak_all 占有图片数 = 99
gasibak_flower 占有图片数 = 98
gasibak_fruits 占有图片数 = 100
gasibak_leaves 占有图片数 = 100
geayeoky_flower 占有图片数 = 100
geayeoky_fruit 占有图片数 = 100
geayeoky_leaf 占有图片数 = 100
geayeoky_total 占有图片数 = 100
parksay 占有图片数 = 40
parksay_flower 占有图片数 = 4
poppy 占有图片数 = 8
poppydrug 占有图片数 = 11
sky_all 占有图片数 = 98
sky_flower 占有图片数 = 100
sky_fruits 占有图片数 = 100
sky_leaves 占有图片数 = 100
wonchuri_all 占有图片数 = 15
wonchuri_flower 占有图片数 = 13
wonchuri_fruits 占有图片数 = 5
wonchuri_leaves 占有图片数 = 38
yeoky_flower 占有图片数 = 100
yeoky_fruit 占有图片数 = 85
yeoky_leaf 占有图片数 = 100
yeoky_total 占有图片数 = 84
yeoro_all 占有图片数 = 11
yeoro_flower 占有图片数 = 11
yeoro_fruits 占有图片数 = 5
yeoro_leaves 占有图片数 = 13
图片分辨率:640x640
使用标注工具:labelImg
数据集是否增强:是
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
| 英文标签 (Label) | 中文翻译 (Translation) |
| Bulnamu-Flower | 木通花 (Bulnamu/木通 - 花) |
| Bulnamu-Fruit | 木通果 (Bulnamu/木通 - 果实) |
| Bulnamu-Leaf | 木通叶 (Bulnamu/木通 - 叶) |
| Bulnamu-WholePlant | 木通全草 (Bulnamu/木通 - 全株) |
| Dokminari-Flower | 堇菜花 (Dokminari/堇菜 - 花) |
| Dokminari-Fruit | 堇菜果 (Dokminari/堇菜 - 果实) |
| Dokminari-Leaf | 堇菜叶 (Dokminari/堇菜 - 叶) |
| Dokminari-WholePlant | 堇菜全草 (Dokminari/堇菜 - 全株) |
| Donguinamul-Flower | 东风菜花 (Donguinamul/东风菜 - 花) |
| Donguinamul-Leaf | 东风菜叶 (Donguinamul/东风菜 - 叶) |
| Donguinamul-WholePlant | 东风菜全草 (Donguinamul/东风菜 - 全株) |
| Gaeotnamu-Flower | 楤木花 (Gaeotnamu/楤木 - 花) |
| Gaeotnamu-Fruit | 楤木果 (Gaeotnamu/楤木 - 果实) |
| Gaeotnamu-Leaf | 楤木叶 (Gaeotnamu/楤木 - 叶) |
| Gaeotnamu-WholePlant | 楤木全草 (Gaeotnamu/楤木 - 全株) |
| Gomchwi-Flower | 款冬花 (Gomchwi/款冬 - 花) |
| Gomchwi-Fruit | 款冬果 (Gomchwi/款冬 - 果实) |
| Gomchwi-Leaf | 款冬叶 (Gomchwi/款冬 - 叶) |
| Gomchwi-WholePlant | 款冬全草 (Gomchwi/款冬 - 全株) |
| Minari-Flower | 水芹花 (Minari/水芹 - 花) |
| Minari-Fruit | 水芹果 (Minari/水芹 - 果实) |
| Minari-Leaf | 水芹叶 (Minari/水芹 - 叶) |
| Minari-WholePlant | 水芹全草 (Minari/水芹 - 全株) |
| Sanmaneul-Flower | 山蒜花 (Sanmaneul/山蒜/野葱 - 花) |
| Sanmaneul-Leaf | 山蒜叶 (Sanmaneul/山蒜/野葱 - 叶) |
| Sanmaneul-WholePlant | 山蒜全草 (Sanmaneul/山蒜/野葱 - 全株) |
| chock_flower | 苍耳花 (Chock/苍耳 - 花) |
| chock_fruit | 苍耳果 (Chock/苍耳 - 果实) |
| chock_leaf | 苍耳叶 (Chock/苍耳 - 叶) |
| chock_total | 苍耳全草 (Chock/苍耳 - 全株) |
| dakpul_all | 鸡矢藤全草 (Dakpul/鸡矢藤 - 全株) |
| dakpul_flo | 鸡矢藤花 (Dakpul/鸡矢藤 - 花) |
| dakpul_fruit | 鸡矢藤果 (Dakpul/鸡矢藤 - 果实) |
| dakpul_leaf | 鸡矢藤叶 (Dakpul/鸡矢藤 - 叶) |
| dambaeful_flower | 灯笼草花 (Dambaeful/灯笼草/酸浆 - 花) |
| dambaeful_fruit | 灯笼草果 (Dambaeful/灯笼草/酸浆 - 果实) |
| dambaeful_leaf | 灯笼草叶 (Dambaeful/灯笼草/酸浆 - 叶) |
| dambaeful_total | 灯笼草全草 (Dambaeful/灯笼草/酸浆 - 全株) |
| dokkaebi_all | 鬼针草全草 (Dokkaebi/鬼针草 - 全株) |
| dokkaebi_flower | 鬼针草花 (Dokkaebi/鬼针草 - 花) |
| dokkaebi_fruits | 鬼针草果 (Dokkaebi/鬼针草 - 果实) |
| dokkaebi_leaves | 鬼针草叶 (Dokkaebi/鬼针草 - 叶) |
| eojeogui_all | 茼麻 |
| eojeogui_flo | 茼麻-花 |
| eojeogui_fruit | 茼麻-果实 |
| eojeogui_leaf | 茼麻-叶 |
| foxpee_all | 狐尾藻全草 (Foxpee/狐尾藻? 或特定俗名) |
| foxpee_flo | 狐尾藻花 (Foxpee - 花) |
| foxpee_fruit | 狐尾藻果 (Foxpee - 果实) |
| foxpee_leaf | 狐尾藻叶 (Foxpee - 叶) |
| gaji_all | 茄子全株 (Gaji/茄子 - 全株) |
| gaji_flower | 茄子花 (Gaji/茄子 - 花) |
| gaji_fruits | 茄子果 (Gaji/茄子 - 果实) |
| gaji_leaves | 茄子叶 (Gaji/茄子 - 叶) |
| gasibak_all | 苦瓜全株 (Gasibak/苦瓜 - 全株) |
| gasibak_flower | 苦瓜花 (Gasibak/苦瓜 - 花) |
| gasibak_fruits | 苦瓜果 (Gasibak/苦瓜 - 果实) |
| gasibak_leaves | 苦瓜叶 (Gasibak/苦瓜 - 叶) |
| geayeoky_flower | 艾草花 (Geayeoky/艾草 - 花) |
| geayeoky_fruit | 艾草果 (Geayeoky/艾草 - 果实) |
| geayeoky_leaf | 艾草叶 (Geayeoky/艾草 - 叶) |
| geayeoky_total | 艾草全草 (Geayeoky/艾草 - 全株) |
| parksay | 婆婆纳 (Parksay/婆婆纳?) |
| parksay_flower | 婆婆纳花 (Parksay - 花) |
| poppy | 罂粟/虞美人 (Poppy) |
| poppydrug | 药用罂粟 (Poppy drug) |
| sky_all | 天胡荽全草 (Sky/天胡荽? 或特定俗名) |
| sky_flower | 天胡荽花 (Sky - 花) |
| sky_fruits | 天胡荽果 (Sky - 果实) |
| sky_leaves | 天胡荽叶 (Sky - 叶) |
| wonchuri_all | 圆叶锦葵全草 (Wonchuri/圆叶锦葵? 或特定俗名) |
| wonchuri_flower | 圆叶锦葵花 (Wonchuri - 花) |
| wonchuri_fruits | 圆叶锦葵果 (Wonchuri - 果实) |
| wonchuri_leaves | 圆叶锦葵叶 (Wonchuri - 叶) |
| yeoky_flower | 逆浪草花 (Yeoky/逆浪草? 或特定俗名) |
| yeoky_fruit | 逆浪草果 (Yeoky - 果实) |
| yeoky_leaf | 逆浪草叶 (Yeoky - 叶) |
| yeoky_total | 逆浪草全草 (Yeoky - 全株) |
| yeoro_all | 夜来香全草 (Yeoro/夜来香? 或特定俗名) |
| yeoro_flower | 夜来香花 (Yeoro - 花) |
| yeoro_fruits | 夜来香果 (Yeoro - 果实) |
| yeoro_leaves | 夜来香叶 (Yeoro - 叶) |
标注及图片情况如下:


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