Planned User Flow
Input a net, classify it as valid or invalid, and return either the same structure or a corrected one.
Standalone Sister App + Trained Model Surface
Polyfolds
This app will expose a trained neural-network workflow for classifying and repairing polyhedral nets.
Data generation and model training stay offline in the sibling polyfolds development folder.
Offline Dev Workspace
/srv/polyfolds
Use this folder for one-time data generation, manifest building, training, and evaluation.
Cloud Storage Target
gs://aix-labs-polyfolds
Once the initial repo is committed, this app can be wired to a dedicated bucket and deployed as its own service.