Package: geosam 0.1.2.9000

geosam: Geospatial Image Segmentation with SAM3

Native R API for geospatial image segmentation using Meta's Segment Anything Model 3 (SAM3). Provides tidyverse-friendly interfaces for detecting objects in satellite imagery using text prompts, point prompts, and exemplar-based detection. Features open-vocabulary object detection powered by SAM3's text prompting. Built-in support for downloading satellite imagery from Mapbox, Esri, and MapTiler.

Authors:Kyle Walker [aut, cre]

geosam_0.1.2.9000.tar.gz
geosam_0.1.2.9000.zip(r-4.7-any)geosam_0.1.2.9000.zip(r-4.6-any)geosam_0.1.2.9000.zip(r-4.5-any)
geosam_0.1.2.9000.tgz(r-4.6-any)geosam_0.1.2.9000.tgz(r-4.5-any)
geosam_0.1.2.9000.tar.gz(r-4.7-any)geosam_0.1.2.9000.tar.gz(r-4.6-any)
geosam_0.1.2.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
geosam/json (API)

# Install 'geosam' in R:
install.packages('geosam', repos = c('https://walkerke.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/walkerke/geosam/issues

On CRAN:

Conda:

4.72 score 48 stars 17 scripts 29 exports 70 dependencies

Last updated from:36ee96444e. Checks:2 ERROR, 7 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develERROR184
source / vignettesOK382
linux-releaseOK178
macos-releaseOK121
macos-oldrelOK110
windows-develERROR95
windows-releaseOK99
windows-oldrelOK110
wasm-releaseOK141

Exports:geosam_clear_cachegeosam_configuregeosam_diagnosegeosam_installgeosam_statusget_imageryis_geosamis_geosam_imagesam_as_matrixsam_as_rastersam_as_sfsam_batchsam_bboxsam_countsam_dedupesam_detectsam_exploresam_explore_imagesam_filtersam_find_similarsam_imagesam_is_loadedsam_loadsam_merge_edgessam_scoressam_selectsam_unloadsam_viewsam_view_image

Dependencies:askpassbase64encbslibcachemclassclassIntclicommonmarkcurlDBIdigeste1071evaluatefastmapfontawesomefsgeojsonsfgeometriesglueherehighrhtmltoolshtmlwidgetshttpuvhttr2jquerylibjsonifyjsonliteKernSmoothknitrlaterlatticelifecyclemagickmagrittrmapglMatrixmemoisemimeopensslotelpngpromisesproxyR6rapidjsonrrappdirsRcppRcppTOMLreticulaterlangrmarkdownrprojroots2sasssfsfheadersshinysourcetoolssysterratinytexunitsvctrsviridisLitewithrwkxfunxtableyaml

Readme and manuals

Help Manual

Help pageTopics
Clear Imagery Cachegeosam_clear_cache
Configure geosam Optionsgeosam_configure
Diagnose geosam Installation Issuesgeosam_diagnose
Install Python Dependencies for geosamgeosam_install
Check geosam Installation Statusgeosam_status
Download Satellite Imageryget_imagery
Check if Object is a geosamis_geosam
Check if Object is a geosam_imageis_geosam_image
Plot geosam Detection Resultsplot.geosam
Plot geosam_image Detection Resultsplot.geosam_image
Print Method for geosam Objectsprint.geosam
Print Method for geosam_image Objectsprint.geosam_image
Extract Masks as Matricessam_as_matrix
Extract Raster Masks from geosam Objectsam_as_raster
Extract sf Polygons from geosam or geosam_image Objectsam_as_sf
Batch Process Multiple Areassam_batch
Get Bounding Box of Detectionssam_bbox
Get Number of Detectionssam_count
Suppress Overlapping Duplicate Detectionssam_dedupe
Detect Objects in Geospatial Imagery Using SAM3sam_detect
Interactive Discovery and Detectionsam_explore
Interactive Image Exploration and Detectionsam_explore_image
Filter Detections by Area or Scoresam_filter
Find Similar Objects Using Selected Detection as Exemplarsam_find_similar
Detect Objects in a Local Imagesam_image
Check if Model is Loadedsam_is_loaded
Load SAM3 Modelsam_load
Merge Polygons Split at Tile Boundariessam_merge_edges
Get Detection Scoressam_scores
Select Specific Detections by Indexsam_select
Unload SAM3 Modelsam_unload
Interactive Viewer for SAM Detectionssam_view
View Detection Results on Imagesam_view_image