|
|
--- |
|
|
license: cc-by-nc-nd-4.0 |
|
|
task_categories: |
|
|
- object-detection |
|
|
- image-classification |
|
|
tags: |
|
|
- garbage |
|
|
- image |
|
|
- smart city |
|
|
- computer vision |
|
|
- environment |
|
|
size_categories: |
|
|
- 1K<n<10K |
|
|
--- |
|
|
# Outdoor Garbage - Smart Cities Dataset |
|
|
|
|
|
Dataset comprises **5,000+** images of trash cans captured in various outdoor environments at different times of day and under diverse weather conditions. This extensive collection is designed for research in **waste classification** and **detection methods**, researchers can advance their capabilities in **deep learning** and **machine learning** applications, specifically in the areas of **image recognition** and **instance segmentation**. |
|
|
|
|
|
By utilizing this dataset, researchers can enhance **recommendation systems**, optimize processes, and automate the operations of community services in **smart cities**. - **[Get the data](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=referral&utm_campaign=outdoor-garbage)** |
|
|
# Example of the data |
|
|
.png?generation=1734355735483445&alt=media) |
|
|
Each image in the dataset is accompanied by an XML annotation that provides detailed information about the types of trash bins and their respective capacities: full, empty, or scattered. The dataset is particularly valuable for developing and testing segmentation models and detection performances in real-world scenarios. |
|
|
# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=referral&utm_campaign=outdoor-garbage) to discuss your requirements and pricing options. |
|
|
|
|
|
The dataset supports various image classification and object detection tasks, enabling researchers and developers to enhance their understanding of waste management systems and improve litter detection technologies. |
|
|
# 🌐 [UniData](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=referral&utm_campaign=outdoor-garbage) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects |
