Solaris API summary¶
Complete submodule documentation¶
solaris.tile: Tiling functionality for imagery and vector labels
solaris.raster: Raster (imagery) coordinate management and formatting
solaris.vector: Vector (label) management and format interconversion
solaris.preproc: Preprocessing workflows for imagery and vector labels
solaris.nets: Deep learning model ingestion, creation, training, and inference
solaris.eval: Deep learning model performance evaluation
solaris.utils: Utility functions for the above toolsets
solaris.data: Data management and format interconversion
Submodule summaries¶
solaris.tile
API referencesolaris.raster
API referencesolaris.vector
API referencesolaris.preproc
API referencesolaris.nets
API referencesolaris.nets.callbacks
Keras-like callbackssolaris.nets.losses
Loss functions for Geo CV model trainingsolaris.nets.transform
Augmentation pipeline prep for Geo imagerysolaris.nets.optimizers
Model training optimizer managementsolaris.nets.model_io
Model I/O and model weight managementsolaris.nets.datagen
Data generators for model trainingsolaris.nets.metrics
Metrics for evaluating model performancesolaris.nets.zoo
Model definitions for geospatial image analysissolaris.nets.train
Model training functionalitysolaris.nets.infer
Prediction with Geo CV models
solaris.eval
API referencesolaris.utils
API referencesolaris.utils.core
Core utilitiessolaris.utils.config
Configuration file utilitiessolaris.utils.io
Imagery and vector I/O utilitiessolaris.utils.geo
Geographic coordinate system management utilitiessolaris.utils.tile
Tiling utilitiessolaris.utils.raster
Raster image and array management utilitiessolaris.utils.data
Dataset CSV utilities
solaris.data
API reference