垃圾分类数据集

华为云垃圾分类训练集：分为训练集和测试集，训练集为原华为云垃圾分类比赛数据集，测试集为另外添加图片。大致分为4类，"0": "其他垃圾/一次性快餐盒",
"1": "其他垃圾/污损塑料",
"2": "其他垃圾/烟蒂",
"3": "其他垃圾/牙签",
"4": "其他垃圾/破碎花盆及碟碗",
"5": "其他垃圾/竹筷",

1
"6": "厨余垃圾/剩饭剩菜",
"7": "厨余垃圾/大骨头",
"8": "厨余垃圾/水果果皮",
"9": "厨余垃圾/水果果肉",
"10": "厨余垃圾/茶叶渣",
"11": "厨余垃圾/菜叶菜根",
"12": "厨余垃圾/蛋壳",
"13": "厨余垃圾/鱼骨",

2
"14": "可回收物/充电宝",
"15": "可回收物/包",
"16": "可回收物/化妆品瓶",
"17": "可回收物/塑料玩具",
"18": "可回收物/塑料碗盆",
"19": "可回收物/塑料衣架",
"20": "可回收物/快递纸袋",
"21": "可回收物/插头电线",
"22": "可回收物/旧衣服",
"23": "可回收物/易拉罐",
"24": "可回收物/枕头",
"25": "可回收物/毛绒玩具",
"26": "可回收物/洗发水瓶",
"27": "可回收物/玻璃杯",
"28": "可回收物/皮鞋",
"29": "可回收物/砧板",
"30": "可回收物/纸板箱",
"31": "可回收物/调料瓶",
"32": "可回收物/酒瓶",
"33": "可回收物/金属食品罐",
"34": "可回收物/锅",
"35": "可回收物/食用油桶",
"36": "可回收物/饮料瓶",

3
"37": "有害垃圾/干电池",
"38": "有害垃圾/软膏",
"39": "有害垃圾/过期药物"

Huawei Cloud Garbage Classification Training Dataset: The dataset is divided into a training set and a test set. The training set is sourced from the original Huawei Cloud Garbage Classification Competition dataset, while the test set consists of additionally added images. The dataset includes 40 categories, with the following category mappings:
0: Residual Waste/Disposable Fast Food Containers
1: Residual Waste/Dirty Plastics
2: Residual Waste/Cigarette Butts
3: Residual Waste/Toothpicks
4: Residual Waste/Broken Flower Pots, Plates and Bowls
5: Residual Waste/Bamboo Chopsticks
6: Kitchen Waste/Leftover Meals and Food Residues
7: Kitchen Waste/Large Bones
8: Kitchen Waste/Fruit Peels
9: Kitchen Waste/Fruit Pulp
10: Kitchen Waste/Tea Leaves and Residues
11: Kitchen Waste/Vegetable Leaves and Roots
12: Kitchen Waste/Eggshells
13: Kitchen Waste/Fish Bones
14: Recyclables/Power Banks
15: Recyclables/Bags
16: Recyclables/Cosmetic Bottles
17: Recyclables/Plastic Toys
18: Recyclables/Plastic Bowls and Basins
19: Recyclables/Plastic Hangers
20: Recyclables/Courier Paper Bags
21: Recyclables/Plug Wires
22: Recyclables/Used Clothes
23: Recyclables/Aluminum Cans
24: Recyclables/Pillows
25: Recyclables/Plush Toys
26: Recyclables/Shampoo Bottles
27: Recyclables/Glass Cups
28: Recyclables/Leather Shoes
29: Recyclables/Cutting Boards
30: Recyclables/Cardboard Boxes
31: Recyclables/Seasoning Bottles
32: Recyclables/Wine Bottles
33: Recyclables/Metal Food Cans
34: Recyclables/Pots
35: Recyclables/Edible Oil Barrels
36: Recyclables/Beverage Bottles
37: Hazardous Waste/Dry Batteries
38: Hazardous Waste/Ointments
39: Hazardous Waste/Expired Medications

搜集汇总

背景与挑战

背景概述

该数据集是华为云垃圾分类训练集，包含训练集和测试集，覆盖四大垃圾类别（其他垃圾、厨余垃圾、可回收物、有害垃圾）下的40个具体物品类型，如图像中的一次性快餐盒、剩饭剩菜、充电宝和干电池等。数据集以压缩文件形式提供，总大小约645.46MB，适用于垃圾分类算法的开发和评估。