Fractures in UAV Imagery for Segmentation

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Vitor, Savastando;Batista, Davi

Description

The dataset contains UAV imagery and fracture interpretation of rock outcrops acquired in Praia das Conchas, Cabo Frio, Rio de Janeiro, Brazil. Along with georeferenced .geotiff images, the dataset contains filtered 500 x 500 .png tiles containing only scenes with fracture data, along with .png binary masks for semantic segmentation and original georeferenced shapefile annotations. This data can be useful for segmentation and extraction of geological structures from UAV imagery, for evaluating computer vision methodologies or machine learning techniques.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.8

FAIR Score

58%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

IEEE DataPort

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Computer Vision and Pattern Recognition

Field

Computer Science

Domain

Physical Sciences

Confidence Score

50%

Source

Scholar Data Model

Keywords

Machine LearningImage ProcessingGeoscience and Remote SensingFracturesStructural GeologySemantic SegmentationUAV Imagery

Normalization Factors

FT

57.69

CTw

1.00

MTw

1.00