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):2937
标注数量(json文件个数):2937
标注类别数:75
标注类别名称:["Clear plastic bottle","Unlabeled litter","Normal paper","Paper cup","Plastic packaging","LDPE plastic","Glass bottle","Metal bottle cap","Paper","Steel","Aluminium","Glass","Disposable plastic cup","Other plastic","Cigarette","PET plastic","Carton","PP plastic","Plastic film","PS plastic","Drink carton","Plastic straw","Styrofoam piece","Disposable food container","Other plastic wrapper","Plastic bottle cap","Single-use carrier bag","Plastic bag","Meal carton","Foam food container","Plastic lid","Drink can","Aluminium foil","Rope - strings","Food Can","Pop tab","Other metal","Tissues","Paper bag","HDPE plastic","Other carton","Other plastic bottle","Corrugated carton","Crisp packet","Snack packaging","Garbage bag","Cardboard","Plastic utensils","Foam cup","Egg carton","Magazine paper","Broken glass","Spread tub","Pizza box","Wrapping paper","Scrap metal","Other plastic container","Aerosol","Food waste","Six pack rings","Battery","Paper straw","Toilet tube","Polypropylene bag","Tupperware","Metal lid","Carded blister pack","Glass cup","Shoe","Other plastic cup","Plastic glooves","PVC plastic","Glass jar","Squeezable tube","Aluminium blister pack"]
每个类别标注的框数:
Clear plastic bottle count = 284
Unlabeled litter count = 516
Normal paper count = 82
Paper cup count = 67
Plastic packaging count = 524
LDPE plastic count = 491
Glass bottle count = 104
Metal bottle cap count = 80
Paper count = 243
Steel count = 34
Aluminium count = 413
Glass count = 250
Disposable plastic cup count = 103
Other plastic count = 534
Cigarette count = 667
PET plastic count = 283
Carton count = 167
PP plastic count = 380
Plastic film count = 446
PS plastic count = 139
Drink carton count = 45
Plastic straw count = 155
Styrofoam piece count = 111
Disposable food container count = 38
Other plastic wrapper count = 255
Plastic bottle cap count = 209
Single-use carrier bag count = 61
Plastic bag count = 55
Meal carton count = 30
Foam food container count = 15
Plastic lid count = 76
Drink can count = 231
Aluminium foil count = 64
Rope - strings count = 29
Food Can count = 34
Pop tab count = 108
Other metal count = 110
Tissues count = 42
Paper bag count = 26
HDPE plastic count = 48
Other carton count = 93
Other plastic bottle count = 50
Corrugated carton count = 65
Crisp packet count = 39
Snack packaging count = 39
Garbage bag count = 30
Cardboard count = 68
Plastic utensils count = 36
Foam cup count = 16
Egg carton count = 11
Magazine paper count = 12
Broken glass count = 138
Spread tub count = 8
Pizza box count = 3
Wrapping paper count = 12
Scrap metal count = 20
Other plastic container count = 6
Aerosol count = 10
Food waste count = 8
Six pack rings count = 11
Battery count = 2
Paper straw count = 4
Toilet tube count = 5
Polypropylene bag count = 3
Tupperware count = 4
Metal lid count = 10
Carded blister pack count = 1
Glass cup count = 6
Shoe count = 7
Other plastic cup count = 2
Plastic glooves count = 4
PVC plastic count = 4
Glass jar count = 6
Squeezable tube count = 7
Aluminium blister pack count = 6
使用标注工具:labelme=5.5.0
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,数据集只提供准确且合理标注
图片预览:

标注例子:

