https://huggingface.co/wsbagnsv1/Lucy-Edit-Dev-5b. What I need is a small but reliable wrapper that lets me feed an anime clip in one end and pick up a live-action-styled version at the other. Scope of the conversion • Focus is on shifting the overall look and feel from anime to live action; individual character redesigns or separate background passes are not required. • No reference footage is available, so the wrapper should work with the model’s default guidance and whatever strength parameters you expose. Core requirements 1. Accept common video inputs (mp4, mov, mkv) and preserve resolution, frame rate, and the original audio track. 2. Handle frame extraction, batching, and GPU memory management so the Lucy-Edit-Dev-5b checkpoint runs end-to-end without manual intervention. 3. Re-assemble processed frames back into a single clip using FFmpeg (or similar), ensuring temporal consistency—no flicker or dropped frames. 4. Expose a simple CLI command such as: python convert.py --input input.mp4 --output output.mp4 --strength 0.7 --seed 42 5. Provide a short README covering environment setup (Python, diffusers / transformers versions, CUDA requirements), example usage, and expected runtimes Acceptance criteria • The script completes a sample without errors and produces visibly live-action styling throughout. • Code is clean, commented, and includes a requirements.txt or environment.yml. Delivery: source code, README, and one converted sample clip produced by your wrapper.