食物食材识别分割数据集labelme格式7605张103类别

作品简介

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:



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