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Data · dataset · 2018

Benchmark data for: Machine Learning for geospatial vector data classification

Listed in IISH Dataverse

Benchmark data for paper "Deep Learning for Classification Tasks on Geospatial Vector Polygons".

Description

Core of the data is in the six numpy zip files. Each numpy zip contains the original WKT geometries as zlib compressed blobs, variable and fixed length geometry vectors, fourier descriptors, and a class dictionary.

The zlib compressed wkt strings can be decompressed with import numpy as np import zlib loaded = np.load('archaeology_train_v8.npz') wkts_zipped = loaded['wkts_zlib_compressed'] for wkt_zipped in wkts_zipped: wkt = str.decode(zlib.decompress(wkt_zipped))

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
IISH Dataversedoi:10.34894/AWULXE9 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:field:461103mapping · datasets iisg amsterdamvocabulary-mapper@1.0.0keywords['Deep learning']
concepts[field].anzsrc:group:4611mapping · datasets iisg amsterdamvocabulary-mapper@1.0.0keywords['Machine learning']
concepts[field].dataverse_subject:computer-and-information-sciencesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].dataverse_subject:earth-and-environmental-sciencessource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:computer-science-aimapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:earth-environmentalmapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
created_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
descriptionsource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/description
publication_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
titlesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/name
updated_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
version_labelsource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0