LociArt: A Unified Paradigm for Free-Style Local Video Stylization

Anonymous Authors

01 · Results

Local stylization, directly controlled.

Foreground, background, and multi-region stylization from the same GRNStyle model.

02 · LociArt Dataset

LociArt Dataset Examples

Explore representative samples produced by the LociArt data production pipeline.

03 · Same scene

Comparison with SOTA

Matched-scene slots for open-source and commercial baselines.

Input scenesource video
GRNStyleours
Open-source SOTAdrop-in slot
Open-source SOTAAsset pending.
Commercial SOTAdrop-in slot
Commercial SOTAAsset pending.
04 · Robustness

GRNStyle vs. Pipeline

Cases where pipeline construction fails, while the end-to-end model remains usable.