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---
license: cc-by-nd-4.0
task_categories:
- image-classification
language:
- en
tags:
- code
dataset_info:
features:
- name: image_id
dtype: int32
- name: image
dtype: image
- name: annotations
dtype: string
splits:
- name: train
num_bytes: 608467996
num_examples: 100
download_size: 607803398
dataset_size: 608467996
---
# Outdoor Garbage Dataset
The dataset consisting of garbage cans of various capacities and types. Best to train a neural network to monitor the timely removal of garbage and organize the logistics of vehicles for garbage collection. Dataset is useful for the recommendation systems, optimization and automization the work of coomunity services, smart city.
.png?generation=1686047397390850&alt=media)
# Get the dataset
### This is just an example of the data
Leave a request on [**https://trainingdata.pro/datasets**](https://trainingdata.pro/datasets/outdoor-garbage?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor_garbage) to discuss your requirements, learn about the price and buy the dataset.
# Content
Dataset includes 10 000 images of trash cans:
- in different times of day
- in different weather conditions
## Types of garbage cans capacity
- **is_full** - at least one of the trash cans shown in the photo is completely full. This type includes filled to the top, overflown cans.
- **is_empty** - garbage cans have free space, it could be half full or completely empty.
- **is_scattered** - the tag is added with is_empty or is_full. The tag means that the garbage (volumetric garbage bags, or building waste, but not single elements) is scattered nearby.
# Data Format
Each image from `img` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the labeled types of garbage cans capacities for each image in the dataset.
# Example of XML file structure
.png?generation=1686076026295933&alt=media)
## [**TrainingData**](https://trainingdata.pro/datasets/outdoor-garbage?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor_garbage) provides high-quality data annotation tailored to your needs
More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
*keywords: object detection dataset, garbage detection, garbage detection, computer vision dataset, cardboard, glass, metal, paper, plastic, trash, garbage sorter, intelligent garbage, image recognition, urban management, smart city dataset, smart cities development, urban computing, image dataset, image-to-image dataset, object detection, images dataset, image classification, pictures, photo* |