datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Domestic-Trash-Garbage-Dataset
Domestic Trash / Garbage Dataset — Sample
⚠️ This is a free sample subset for evaluation purposes only.The full dataset (9,000+ annotated images, multiple formats) is available for commercial licensing.Contact: sales@datacluster.ai · datacluster.ai
Dataset Summary
This dataset contains real-world images of domestic trash and garbage, captured on mobile phones across diverse urban and rural environments throughout India. It is well-suited for training trash detection… See the full description on the dataset page: https://huggingface.co/datasets/Dataclusterlabspvtltd/Domestic-Trash-Garbage-Dataset.trash_bin_train
Trash Bin Train Dataset
This dataset contains real-world images of trash and waste bins, compiled from the Roboflow Universe dataset trash-train-vz2jm.
Details
Total Images: 1059
Format: Flat folder containing trash_bin_train_xxxxx.jpg
Use Case: Training object detection and classification models to identify trash bins and waste management issues.
combined
Dataset Card for Waste Classification Harmonized Dataset
Dataset Details
Dataset Description
This dataset is a harmonized image classification dataset for waste classification. It combines multiple waste-related image datasets into a unified label structure with six target classes:
cardboard
glass
metal
paper
plastic
trash
The dataset is designed for training and evaluating computer vision models for waste classification, especially in the context… See the full description on the dataset page: https://huggingface.co/datasets/TrashBusters/combined.trash_detection
Trash Detection Dataset
This dataset contains real-world images of trash and waste in public spaces, compiled from the Roboflow Universe dataset trash-detection-6r6qe.
Details
Total Images: 3599
Format: Flat folder containing trash_detection_xxxxx.jpg
Use Case: Training object detection models to identify litter and trash.
trash-optimizer-dataset
Trash Optimizer Dataset
Assembled waste classification dataset covering 18 categories, used to train the
cpoisson/trash-optimizer-models series.
Built with a custom pipeline that normalises, filters and balances images from three sources:
Source
Categories contributed
License
RealWaste (UCI / Kaggle)
cardboard, food_organics, glass, metal, miscellaneous_trash, paper, plastic, textile_trash, vegetation
CC BY 4.0
RHWC (Kaggle)
cardboard, food_organics, glass, metal… See the full description on the dataset page: https://huggingface.co/datasets/cpoisson/trash-optimizer-dataset.global-trash-and-debris-index
Outerview Global Trash & Debris Dataset
A large-scale geospatial dataset of trash, litter, and environmental debris with latitude and longitude.
This dataset is part of Outerview’s mission to organize the world’s physical environment and make it searchable, measurable, and actionable.
🌍 Overview
Feature: Trash, litter, and debris
Scope: Global
Entries: 30,000
Total Dataset: Millions of locations (full dataset)
Formats: Parquet / CSV / GeoJSON
This… See the full description on the dataset page: https://huggingface.co/datasets/Outerview/global-trash-and-debris-index.wild-trash-inference-dataset
Wild Trash Inference Dataset
The Wild Trash Inference Dataset is a custom image dataset created by the TrashBusters project for evaluating waste-classification models under realistic outdoor conditions.
Unlike many public waste datasets, which contain centered objects, clean backgrounds, or controlled lighting, this dataset contains waste objects photographed in natural environments. The images include variations in background, lighting, camera angle, object size, object… See the full description on the dataset page: https://huggingface.co/datasets/TrashBusters/wild-trash-inference-dataset.global-trash-and-debris-index
Outerview Global Trash & Debris Dataset
A large-scale geospatial dataset of trash, litter, and environmental debris with latitude and longitude.
This dataset is part of Outerview’s mission to organize the world’s physical environment and make it searchable, measurable, and actionable.
🌍 Overview
Feature: Trash, litter, and debris
Scope: Global
Entries: 30,000
Total Dataset: Millions of locations (full dataset)
Formats: Parquet / CSV / GeoJSON
This… See the full description on the dataset page: https://huggingface.co/datasets/drendrenn/global-trash-and-debris-index.