GenAI

new templates

fix: change encode path to augmented folder instead of training subset to match image sizes

fix: correct JSON schema keys for 10 new motifs to avoid specific_motifs KeyError during prepare

fix: generate missing metadata JSON for the 10 new images so augmentation succeeds

feat: auto run augmentation and preparation in full pipeline