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Computer Vision

Image classification, object detection, segmentation, face recognition, OCR, image generation, video understanding

17,561 datasets

Computer Vision

Sea Ports and Ferry Terminals in Syria from OpenStreetMap

OpenStreetMap data tags sea ports and ferry terminals in Syria via `amenity`, `building`, or `port` keys. The Humanitarian OpenStreetMap Team (HOT) exports this data in multiple geospatial formats, including GEOPACKAGE and GEOJSON. Coverage reflects volunteer mapper activity, with urban areas likely better represented than remote ones.

GeospatialJSONFacilities InfrastructureGeodataOpenstreetmapPortsMaritime LogisticsSyria+1

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Computer Vision

Waterways of Syria from OpenStreetMap for Flood Risk Modelling

OpenStreetMap data provides water features across Syria, including rivers, streams, canals, lakes, and ponds. The Humanitarian OpenStreetMap Team (HOT) exports this data via HDX, last updated on 2026-06-22. Coverage reflects volunteer mapper activity, which may be sparse in remote areas.

GeospatialJSONGeodataOpenstreetmapRiversHydrologySyriaWaterways+1

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Computer Vision

Road Network of Syria from OpenStreetMap for Routing and Analysis

OpenStreetMap data provides a road network across Syria tagged with highway types such as motorways, residential streets, service roads, footways, and trails. The Humanitarian OpenStreetMap Team (HOT) exports this data, which was last updated on 2026-06-22. Coverage reflects volunteer mapper activity, with urban areas likely being well-represented and remote areas potentially sparse.

GeospatialJSONGeodataRoadsOpenstreetmapTransportationSyria+1

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Computer Vision

South Sudan Points of Interest from OpenStreetMap Volunteer Mappers

OpenStreetMap data provides public-facing amenities, shops, tourist attractions, and landmarks across South Sudan. Coverage reflects where volunteer mappers have been active, with urban areas usually well represented and remote areas potentially sparse. The dataset is maintained by the Humanitarian OpenStreetMap Team and was last updated in June 2026.

GeospatialJSONFacilities InfrastructureGeodataOpenstreetmapPoints Of InterestSouth SudanInfrastructurePoints Of Interest Poi+1

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Computer Vision

Sea Ports and Ferry Terminals of South Sudan from OpenStreetMap

South Sudan's sea ports and ferry terminals, tagged via OpenStreetMap keys `amenity`, `building`, or `port`. The dataset is compiled by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-06-22. Coverage reflects volunteer mapper activity, with urban areas likely better represented than remote ones.

GeospatialJSONFacilities InfrastructureGeodataOpenstreetmapSouth SudanPortsLogisticsInfrastructure+1

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Computer Vision

Waterways of South Sudan from OpenStreetMap Volunteer Mapping

OpenStreetMap data provides water features across South Sudan, including rivers, streams, canals, lakes, and ponds. Coverage reflects where volunteer mappers have been active, with urban areas usually well represented and remote areas potentially sparse. The Humanitarian OpenStreetMap Team (HOT) last updated this export on 2026-06-22.

GeospatialJSONGeodataOpenstreetmapRiversHydrologySouth SudanWaterways+1

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Computer Vision

Roads of South Sudan: OpenStreetMap Network for Routing and Analysis

South Sudan's road network tagged with OpenStreetMap's highway classification, including motorways, residential streets, service roads, footways, and trails. The data is sourced from OpenStreetMap, a free collaborative world map, and was last updated on 2026-06-22. It is provided by the Humanitarian OpenStreetMap Team (HOT) as part of their exports grid on HDX.

GeospatialJSONGeodataTransportation InfrastructureRoadsOpenstreetmapTransportationInfrastructureHumanitarian+1

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Computer Vision

Somalia Points of Interest from OpenStreetMap Volunteer Mapping

Somalia's public-facing amenities, shops, tourist attractions, and landmarks tagged via OpenStreetMap keys. The data is compiled by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-06-22. Coverage reflects volunteer mapper activity, with urban areas likely being better represented than remote regions.

GeospatialJSONFacilities InfrastructureGeodataOpenstreetmapSomaliaPoints Of InterestUrban AnalysisInfrastructurePoints Of Interest Poi+1

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Computer Vision

Sea Ports and Ferry Terminals of Somalia from OpenStreetMap

OpenStreetMap data identifies sea ports and ferry terminals in Somalia, tagged via `amenity`, `building`, or `port` keys. The dataset is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-06-22. Coverage reflects volunteer mapper activity, with urban areas likely better represented than remote ones.

GeospatialJSONFacilities InfrastructureGeodataOpenstreetmapSomaliaPortsMaritime LogisticsInfrastructure+1

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Computer Vision

Waterways of Somalia from OpenStreetMap for Flood Modeling

Somalia's water features including rivers, streams, canals, lakes, and ponds, tagged from OpenStreetMap. The dataset is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated in June 2026. Coverage reflects volunteer mapper activity, with urban areas typically better represented than remote regions.

GeospatialJSONGeodataOpenstreetmapRiversHydrologySomaliaWaterways+1

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Computer Vision

Road Network of Somalia from OpenStreetMap

Somalia's road network includes motorways, residential streets, service roads, footways, and trails tagged with the OpenStreetMap `highway` key. The data is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-06-22. Coverage reflects volunteer mapper activity, with urban areas typically well-represented and remote areas potentially sparse.

GeospatialJSONGeodataRoadsOpenstreetmapSomaliaTransportation+1

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Computer Vision

Palestinian Points of Interest from OpenStreetMap for Urban Analysis

Points of interest for the State of Palestine, including public amenities, shops, tourist attractions, and landmarks. The data is sourced from OpenStreetMap, a free collaborative world map, and was last updated on 2026-06-22. It is provided by the Humanitarian OpenStreetMap Team (HOT) as part of their exports grid on HDX.

GeospatialJSONOpenstreetmapPoints Of InterestPalestineGeospatial DataHumanitarian DataAmenities+1

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Computer Vision

Waterways of Palestine from OpenStreetMap for Flood Risk and Watershed Analysis

OpenStreetMap volunteer contributions map rivers, streams, canals, lakes, and ponds across Palestine. The dataset is maintained by the Humanitarian OpenStreetMap Team and was last updated on 2026-06-22. Coverage likely reflects areas where mappers have been active, with urban areas typically better represented than remote regions.

GeospatialJSONOpenstreetmapHydrologyPalestineWaterways+1

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Computer Vision

Palestine Road Network from OpenStreetMap for Routing and Analysis

A road network dataset for the State of Palestine, containing features tagged with the OpenStreetMap 'highway' key. The data includes motorways, residential streets, service roads, footways, and trails, and is provided by the Humanitarian OpenStreetMap Team (HOT). It was last updated on 2026-06-22.

GeospatialJSONRoadsOpenstreetmapPalestineInfrastructure+1

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Computer Vision

Financial Services in Niger from OpenStreetMap

Niger's financial service locations, including banks, ATMs, post offices, money transfer agents, and microfinance branches, tagged via the `amenity` key. The data is sourced from OpenStreetMap, a free collaborative world map, and was last updated on 2026-06-19. It is provided by the Humanitarian OpenStreetMap Team (HOT).

GeospatialJSONGeodataOpenstreetmapEconomicsFinancial ServicesFinanceInfrastructureNiger+1

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Computer Vision

Financial Services in Mozambique from OpenStreetMap

OpenStreetMap data tags financial service points in Mozambique, including banks, ATMs, and microfinance branches. The Humanitarian OpenStreetMap Team (HOT) compiled this dataset, last updated on 2026-06-19. Coverage likely reflects volunteer mapping activity, with urban areas typically better represented than remote regions.

GeospatialJSONGeodataOpenstreetmapEconomic AnalysisEconomicsFinancial ServicesFinanceInfrastructureMappingEconomic Infrastructure+1

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Computer Vision

Financial Services in Myanmar from OpenStreetMap for Inclusion Mapping

OpenStreetMap data tags financial service points in Myanmar via the `amenity` key. The Humanitarian OpenStreetMap Team (HOT) exports this data, which includes banks, ATMs, post offices, money transfer agents, and microfinance branches. Coverage reflects volunteer mapper activity, with urban areas likely better represented than remote regions.

GeospatialJSONGeodataOpenstreetmapMyanmarEconomicsFinancial ServicesFinance+1

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Computer Vision

Tourism Regions: Australian Geospatial Boundaries

Tourism Research Australia defines official tourism region boundaries for Australia, constructed from whole Statistical Area Level 2 (SA2) units of the Australian Statistical Geography Standard. These boundaries are updated every other year between Censuses and are developed in consultation with national and state tourism organizations. The dataset provides maps and allocation files for states and territories.

Geospatial🇦🇺 AustraliaTourismGeospatial BoundariesRegional Planning+1

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Computer Vision

Coccolith Weight and Morphology Data from Southern Ocean Fossils and Sediment Traps

Parks Australia provides a dataset on Coccolithus pelagicus coccoliths from the South Tasman Rise region of the Southern Ocean. The data includes a derived Weight Index (WI) and morphometry measurements like distal shield length (DSL), intended to quantify intra-specific variations in calcification. The record highlights that modern Coccolithus populations in the Southern Ocean appear more heavily calcified than fossil counterparts.

TabularSouthern OceanPaleoceanographyCoccolithophoresBiogeochemistryCalcification+1

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Computer Vision

Lebanon Financial Services Locations from OpenStreetMap

A geospatial dataset of financial service points in Lebanon, including banks, ATMs, and money transfer agents, tagged via the OpenStreetMap 'amenity' key. The data was contributed by volunteer mappers and is provided by the Humanitarian OpenStreetMap Team (HOT). It was last updated on 2026-06-19.

GeospatialJSONGeodataOpenstreetmapLebanonEconomic AnalysisEconomicsFinancial ServicesFinance+1

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