数据集格式:labelme格式(不包含mask文件,仅仅包含jpg图片和对应的json文件)
图片数量(jpg文件个数):7605
标注数量(json文件个数):7605
标注类别数:103
标注类别名称:["almond","apple","apricot","asparagus","avocado","bamboo shoots","banana","bean sprouts","biscuit","blueberry","bread","broccoli","cabbage","cake","candy","carrot","cashew","cauliflower","celery stick","cheese butter","cherry","chicken duck","chocolate","cilantro mint","coffee","corn","crab","cucumber","date","dried cranberries","egg","egg tart","eggplant","enoki mushroom","fig","fish","french beans","french fries","fried meat","garlic","ginger","grape","green beans","hamburg","hanamaki baozi","ice cream","juice","kelp","king oyster mushroom","kiwi","lamb","lemon","lettuce","mango","melon","milk","milkshake","noodles","okra","olives","onion","orange","other ingredients","oyster mushroom","pasta","peach","peanut","pear","pepper","pie","pineapple","pizza","popcorn","pork","potato","pudding","pumpkin","rape","raspberry","red beans","rice","salad","sauce","sausage","seaweed","shellfish","shiitake","shrimp","snow peas","soup","soy","spring onion","steak","strawberry","tea","tofu","tomato","walnut","watermelon","white button mushroom","white radish","wine","wonton dumplings"]
每个类别标注的框数:
almond(杏仁) count = 105
apple(苹果) count = 169
apricot(杏) count = 34
asparagus(芦笋) count = 285
avocado(牛油果) count = 89
bamboo shoots(竹笋) count = 8
banana(香蕉) count = 173
bean sprouts(豆芽) count = 45
biscuit(饼干) count = 305
blueberry(蓝莓) count = 222
bread(面包) count = 1502
broccoli(西兰花) count = 1085
cabbage(卷心菜) count = 133
cake(蛋糕) count = 495
candy(糖果) count = 32
carrot(胡萝卜) count = 1385
cashew(腰果) count = 24
cauliflower(花椰菜) count = 246
celery stick(芹菜杆) count = 253
cheese butter(奶酪黄油) count = 422
cherry(樱桃) count = 224
chicken duck(鸡肉/鸭肉) count = 1315
chocolate(巧克力) count = 72
cilantro mint(香菜/薄荷) count = 980
coffee(咖啡) count = 196
corn(玉米) count = 529
crab(螃蟹) count = 22
cucumber(黄瓜) count = 575
date(椰枣) count = 9
dried cranberries(蔓越莓干) count = 33
egg(鸡蛋) count = 325
egg tart(蛋挞) count = 4
eggplant(茄子) count = 28
enoki mushroom(金针菇) count = 12
fig(无花果) count = 28
fish(鱼) count = 377
french beans(法国豆) count = 412
french fries(炸薯条) count = 259
fried meat(炒肉) count = 259
garlic(大蒜) count = 99
ginger(姜) count = 35
grape(葡萄) count = 171
green beans(青豆) count = 228
hamburg(汉堡) count = 6
hanamaki baozi(花卷/包子) count = 31
ice cream(冰淇淋) count = 982
juice(果汁) count = 192
kelp(海带) count = 4
king oyster mushroom(杏鲍菇) count = 16
kiwi(猕猴桃) count = 53
lamb(羊肉) count = 99
lemon(柠檬) count = 659
lettuce(生菜) count = 625
mango(芒果) count = 63
melon(甜瓜) count = 26
milk(牛奶) count = 79
milkshake(奶昔) count = 122
noodles(面条) count = 281
okra(秋葵) count = 19
olives(橄榄) count = 62
onion(洋葱) count = 570
orange(橙子) count = 278
other ingredients(其他食材) count = 254
oyster mushroom(平菇) count = 9
pasta(意大利面) count = 173
peach(桃子) count = 103
peanut(花生) count = 9
pear(梨) count = 47
pepper(胡椒/辣椒) count = 485
pie(派) count = 612
pineapple(菠萝) count = 141
pizza(披萨) count = 72
popcorn(爆米花) count = 17
pork(猪肉) count = 720
potato(土豆) count = 1172
pudding(布丁) count = 5
pumpkin(南瓜) count = 93
rape(油菜) count = 81
raspberry(树莓) count = 71
red beans(红豆) count = 37
rice(米饭) count = 716
salad(沙拉) count = 24
sauce(酱料) count = 1237
sausage(香肠) count = 271
seaweed(海苔) count = 12
shellfish(贝类) count = 48
shiitake(香菇) count = 155
shrimp(虾) count = 158
snow peas(荷兰豆) count = 75
soup(汤) count = 98
soy(大豆) count = 49
spring onion(葱) count = 212
steak(牛排) count = 1157
strawberry(草莓) count = 594
tea(茶) count = 33
tofu(豆腐) count = 75
tomato(番茄) count = 1227
walnut(核桃) count = 66
watermelon(西瓜) count = 39
white button mushroom(白蘑菇) count = 143
white radish(白萝卜) count = 61
wine(葡萄酒) count = 148
wonton dumplings(馄饨/饺子) count = 24
总框数:28094
使用标注工具:labelme=5.5.0
所在github仓库:firc-dataset
图片分辨率:640x640
标注规则:对类别进行画多边形框polygon
重要说明:可以将数据集用labelme打开编辑,json数据集需自己转成mask或者yolo格式或者coco格式作语义分割或者实例分割
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:
原图(随机选16张图):
标注绘制结果:
labelme编辑图实例: