Training utility library and config manager for Granular Machine Vision research
Project description
Utility package for satellite machine learning training
Free software: MIT license
Documentation: docs.granular.ai/basecamper.
Features
Polyaxon auto-param capture
Configuration enforcement and management for translation into Dione environment
Precomposed loss functions and metrics
TODO
Shift build logic from cloudbuild to github actions
Build Details
packages are managed using poetry
packages poetry maintains pyproject.toml
PRs and commits to develop branch trigger a google cloudbuild (image: cloudbuild.yaml, docs: cloudbuild_docs.yaml)
Dockerfile builds image by exporting poetry dependencies as tmp_requirements.txt and installing them
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