Published June 5, 2024 | Version v1
Dataset Open

Waikato Multi Label Aerial Imagery Dataset 2012

  • 1. ROR icon University of Waikato

Description

This dataset is a supplementary dataset to https://zenodo.org/records/11484867. The images in this dataset are spatially coincident, taken ~5 years prior to the referenced dataset.  Below is the description of the referenced dataset

Effective land use management is crucial for balancing the development against environmental sustainability, preservation of biodiversity and resilience to climate change impacts. Despite this, there is a notable scarcity of comprehensive aerial imagery datasets for refining and improving machine learning frameworks for informed policy making. In this paper, we introduce a substantial aerial imagery dataset from New Zealand curated for the Waikato region spanning 25,000 km^2, specifically to address this gap and empower global research efforts. The dataset comprises of a main set, containing more than 140,000 images, with 3 supplementary sets. Each image is annotated with 33 fine-grained, multi-labelled classes and approximate segmentation masks of the classes, with 3 supplementary datasets covering spatially coincident satellite imagery and aerial imagery 5 years prior and 5 years later from the main dataset.

Files

WaiMLaiD_2012.zip

Files (25.7 GB)

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Additional details

Related works

Is supplement to
Dataset: 10.5281/zenodo.11484867 (DOI)
Is variant form of
Dataset: 10.5281/zenodo.11495533 (DOI)
Dataset: 10.5281/zenodo.11496211 (DOI)

Software

Repository URL
https://github.com/nlim-uow/qgis_extractor
Programming language
Python
Development Status
Wip