Animation BACKGROUNDS

These artworks are produced using Low Rank Adaptation AI MODELS, as part of a broader end-to-end pipeline, built around dataset curation for custom-training AI LoRA models.

THE pipeline THAT has branches for generating characters, props, and even motion style models integrating with open-source video systems, enabling consistent asset production across the full workflow.

AI MODEL FINETUNE