Ethanfel/ComfyUI-Tween
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Add EMA-VFI (CVPR 2023) frame interpolation support

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Integrate EMA-VFI alongside existing BIM-VFI with three new ComfyUI nodes:
Load EMA-VFI Model, EMA-VFI Interpolate, and EMA-VFI Segment Interpolate.

Architecture files vendored from MCG-NJU/EMA-VFI with device-awareness
fixes (removed hardcoded .cuda() calls), warp cache management, and
relative imports. InputPadder extended to support EMA-VFI's replicate
center-symmetric padding. Auto-installs timm dependency on first load.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Ethanfel
2026-02-12 22:30:06 +01:00
parent 0133f61d47
commit 1de086569c
11 changed files with 1334 additions and 18 deletions
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ema_vfi_arch/__init__.py Normal file
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from .feature_extractor import feature_extractor
from .flow_estimation import MultiScaleFlow
from .warplayer import clear_warp_cache
__all__ = ['feature_extractor', 'MultiScaleFlow', 'clear_warp_cache']