数据集中有增强图片,其中大约6000张是粘贴增强,即将水果随机粘贴到图片中进行扩充数据集
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):13374
标注数量(xml文件个数):13374
标注数量(txt文件个数):13374
标注类别数:67
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):["apple","apricot","avocado","banana","beetroot","blueberry","cactus","cantaloupe","carambula","cauliflower","cherry","chestnut","clementine","cocos","cucumber","dates","dragon fruit","eggplant","ginger","granadilla","grape","grapefruit","guava","hazelnut","huckleberry","kaki","kiwi","kohlrabi","kumquats","lemon","limes","lychee","mandarine","mango","mangostan","maracuja","melon","mulberry","nectarine","nut","onion","orange","papaya","passion","peach","pear","pepino","pepper","physalis","pineapple","pitahaya","plum","pomegranate","pomelo","potato","quince","rambutan","raspberry","redcurrant","salak","strawberry","sugar apple","tamarillo","tangelo","tomato","walnut","watermelon"]
每个类别标注的框数:
apple 框数 = 5449
apricot 框数 = 251
avocado 框数 = 294
banana 框数 = 3774
beetroot 框数 = 296
blueberry 框数 = 236
cactus 框数 = 284
cantaloupe 框数 = 258
carambula 框数 = 238
cauliflower 框数 = 278
cherry 框数 = 254
chestnut 框数 = 255
clementine 框数 = 254
cocos 框数 = 246
cucumber 框数 = 134
dates 框数 = 249
dragon fruit 框数 = 1292
eggplant 框数 = 265
ginger 框数 = 287
granadilla 框数 = 270
grape 框数 = 5237
grapefruit 框数 = 264
guava 框数 = 1272
hazelnut 框数 = 261
huckleberry 框数 = 272
kaki 框数 = 281
kiwi 框数 = 293
kohlrabi 框数 = 266
kumquats 框数 = 285
lemon 框数 = 268
limes 框数 = 271
lychee 框数 = 254
mandarine 框数 = 292
mango 框数 = 584
mangostan 框数 = 262
maracuja 框数 = 265
melon 框数 = 276
mulberry 框数 = 260
nectarine 框数 = 276
nut 框数 = 265
onion 框数 = 285
orange 框数 = 1513
papaya 框数 = 276
passion 框数 = 239
peach 框数 = 1207
pear 框数 = 517
pepino 框数 = 266
pepper 框数 = 278
physalis 框数 = 267
pineapple 框数 = 1090
pitahaya 框数 = 233
plum 框数 = 284
pomegranate 框数 = 262
pomelo 框数 = 243
potato 框数 = 256
quince 框数 = 267
rambutan 框数 = 266
raspberry 框数 = 229
redcurrant 框数 = 276
salak 框数 = 266
strawberry 框数 = 268
sugar apple 框数 = 1255
tamarillo 框数 = 259
tangelo 框数 = 259
tomato 框数 = 736
walnut 框数 = 265
watermelon 框数 = 446
总框数:38576
使用标注工具:labelImg
标注规则:对类别进行画矩形框
重要说明:暂无
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,数据集只提供准确且合理标注
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标注例子:
