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 reference
  • solaris.tile.raster_tile Raster image tiling functionality
  • solaris.tile.vector_tile Vector tiling functionality
• solaris.raster API reference
  • solaris.raster.image Image pre- and post-processing
• solaris.vector API reference
  • solaris.vector.polygon vector polygon management
  • solaris.vector.graph graph and road network analysis
  • solaris.vector.mask vector <-> training mask interconversion
• solaris.preproc API reference
  • solaris.preproc.pipesegment Preprocessing base class and control structures
  • solaris.preproc.image Preprocessing of geospatial imagery
  • solaris.preproc.sar Preprocessing of SAR imagery
  • solaris.preproc.label Preprocessing of vector labels
• solaris.nets API reference
  • solaris.nets.callbacks Keras-like callbacks
  • solaris.nets.losses Loss functions for Geo CV model training
  • solaris.nets.transform Augmentation pipeline prep for Geo imagery
    • Image transformation, augmentation, etc. for use in models.
  • solaris.nets.optimizers Model training optimizer management
  • solaris.nets.model_io Model I/O and model weight management
  • solaris.nets.datagen Data generators for model training
  • solaris.nets.metrics Metrics for evaluating model performance
  • solaris.nets.zoo Model definitions for geospatial image analysis
  • solaris.nets.train Model training functionality
  • solaris.nets.infer Prediction with Geo CV models
• solaris.eval API reference
  • solaris.eval.base Base evaluator class
  • solaris.eval.pixel Pixel-wise scoring functions
  • solaris.eval.iou IoU scoring functions
  • solaris.eval.challenges SpaceNet Challenge scoring functionality
• solaris.utils API reference
  • solaris.utils.core Core utilities
  • solaris.utils.config Configuration file utilities
  • solaris.utils.io Imagery and vector I/O utilities
  • solaris.utils.geo Geographic coordinate system management utilities
  • solaris.utils.tile Tiling utilities
  • solaris.utils.raster Raster image and array management utilities
  • solaris.utils.data Dataset CSV utilities
• solaris.data API reference
  • solaris.data.coco COCO label format management

CLI commands

See Tutorials.