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  • User Documentation
  • Tutorials
  • API Reference
  • GitHub
  • Slack
  • YouTube
  • Hugging Face

Section Navigation

  • torchgeo.datamodules
  • torchgeo.datasets
    • Aboveground Woody Biomass
    • ADVANCE
    • AgriFieldNet
    • Air Quality
    • Airphen
    • Aster Global DEM
    • Benin Cashew Plantations
    • BigEarthNet
    • BioMassters
    • BRIGHT
    • CaBuAr
    • CaFFe
    • Canadian Building Footprints
    • ChaBuD
    • Chesapeake Land Cover
    • Clay Embeddings
    • Cloud Cover Detection
    • Copernicus-Bench
    • Copernicus-Embed
    • Copernicus-Pretrain
    • COWC
    • CropHarvest
    • Cropland Data Layer
    • DeepGlobe Land Cover
    • DFC2022
    • Digital Typhoon
    • DIOR
    • DL4GAM
    • DLRSD
    • DOTA
    • EarthEmbeddings
    • Earth Index Embeddings
    • EDDMapS
    • Embedded Seamless Data
    • EnMAP
    • EnviroAtlas
    • Esri2020
    • ETCI2021 Flood Detection
    • EU-DEM
    • EuroCrops
    • EuroSAT
    • EverWatch
    • FAIR1M
    • Fields Of The World
    • FireRisk
    • Forest Damage
    • GBIF
    • GeoNRW
    • GID-15
    • GlobalBuildingMap
    • Global Mangrove Distribution
    • GlobBiomass
    • Google Satellite Embedding
    • HySpecNet-11k
    • IDTReeS
    • iNaturalist
    • Inria Aerial Image Labeling
    • I/O Bench
    • Kenya Crop Type
    • L7 Irish
    • L8 Biome
    • LandCover.ai
    • LandCover.ai Geo
    • Landsat
    • LEVIR-CD
    • LEVIR-CD+
    • LoveDA
    • Major TOM Embeddings
    • MapInWild
    • MDAS
    • Million-AID
    • MMEarth
    • MMFlood
    • NAIP
    • NASA Marine Debris
    • NCCM
    • NLCD
    • Open Buildings
    • OpenAerialMap
    • OpenStreetMap
    • OSCD
    • PASTIS
    • PatternNet
    • Potsdam
    • Presto Embeddings
    • PRISMA
    • QuakeSet
    • ReforesTree
    • RESISC45
    • Rwanda Field Boundary
    • S2-100k
    • SatlasPretrain
    • Seasonal Contrast
    • SeasoNet
    • SEN12MS
    • Sentinel
    • SKIPP’D
    • SkyScript
    • So2Sat
    • SODA
    • Solar Plants Brazil
    • South Africa Crop Type
    • South America Soybean
    • SpaceNet
    • SSL4EO
    • SSL4EO-L Benchmark
    • Substation
    • SustainBench Crop Yield
    • Tessera Embeddings
    • TreeSatAI
    • Tropical Cyclone
    • UC Merced
    • USAVars
    • Vaihingen
    • VHR-10
    • Western USA Live Fuel Moisture
    • xBD
    • ZueriCrop
  • torchgeo.losses
  • torchgeo.models
    • L-TAE
    • Presto
    • Tessera
    • Copernicus-FM
    • CROMA
    • DOFA
    • EarthLoc
    • FarSeg
    • FCN
    • MOSAIKS
    • OlmoEarth
    • Panopticon
    • ResNet
    • Scale-MAE
    • Swin Transformer
    • TileNet
    • U-Net
    • Vision Transformer
    • Be The Change (BTC)
    • ChangeStar
    • ChangeViT
    • FC-Siamese Networks
    • ConvLSTM
    • Aurora
  • torchgeo.samplers
    • GeoSampler
    • GriddedPatchSampler
    • RandomPatchSampler
    • RandomPeriodSampler
    • RandomTimedeltaSampler
    • RandomTimestampSampler
    • SequentialPeriodSampler
    • SequentialTimedeltaSampler
    • SequentialTimestampSampler
    • SpatialSampler
    • SpatioTemporalSampler
    • TemporalSampler
  • torchgeo.trainers
    • BYOLTask
    • BaseTask
    • ChangeDetectionTask
    • ClassificationMixin
    • ClassificationTask
    • IOBenchTask
    • InstanceSegmentationTask
    • MAETask
    • MoCoTask
    • ObjectDetectionTask
    • PixelwiseRegressionTask
    • RegressionMixin
    • RegressionTask
    • SemanticSegmentationTask
    • SimCLRTask
    • SpatioTemporalSegmentationTask
    • TemporalRegressionTask
  • torchgeo.transforms
  • API Reference

API Reference#

Complete API documentation for all TorchGeo modules.

  • torchgeo.datamodules
    • Geospatial DataModules
    • Non-geospatial DataModules
    • Base Classes
    • Utilities
  • torchgeo.datasets
    • Benchmark Datasets
    • Pre-Training Datasets
    • Embeddings Datasets
    • Image Sources
    • Mask Labels
    • Toy Datasets
    • Base Classes
    • Mixins
    • Utilities
    • Errors
  • torchgeo.losses
    • QRLoss
    • RQLoss
  • torchgeo.models
    • Model Architectures
    • Utility Functions
    • Pretrained Weights
  • torchgeo.samplers
    • Samplers
    • Base Classes
    • Units
  • torchgeo.trainers
    • Supervised Learning
    • Self-Supervised Learning
    • Non-Learning Tasks
    • Base Classes
    • Mixins
  • torchgeo.transforms
    • AppendBNDVI
    • AppendEVI
    • AppendGBNDVI
    • AppendGNDVI
    • AppendGRNDVI
    • AppendMNDWI
    • AppendNBR
    • AppendNDBI
    • AppendNDRE
    • AppendNDSI
    • AppendNDVI
    • AppendNDWI
    • AppendNormalizedDifferenceIndex
    • AppendRBNDVI
    • AppendSAVI
    • AppendSWI
    • AppendTriBandNormalizedDifferenceIndex
    • LeeFilter
    • RandomGrayscale
    • Rearrange
    • SatSlideMix

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