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title: WAN 2.2 3-Step V2V Pipeline
emoji: 🎬
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.44.1
python_version: "3.10"
app_file: app.py
pinned: false
short_description: I2V + T2V + 3-Step V2V (SAM2 → Composite → VACE)
models:
- facebook/sam2.1-hiera-large
- google/umt5-xxl
- Kijai/WanVideo_comfy
- linoyts/Wan2.2-T2V-A14B-Diffusers-BF16
- lkzd7/WAN2.2_LoraSet_NSFW
- r3gm/RIFE
- TestOrganizationPleaseIgnore/WAMU_v2_WAN2.2_I2V_LIGHTNING
- Wan-AI/Wan2.1-VACE-14B-diffusers
- Wan-AI/Wan2.2-T2V-A14B-Diffusers
- zerogpu-aoti/Wan2
---
# WAN 2.2 Multi-Task Video Generation
## Features
- **I2V**: Image-to-Video (Lightning 14B, 6-step, FP8+AoT)
- **T2V**: Text-to-Video (Lightning 14B, 4-step, Lightning LoRA)
- **V2V**: 3-Step Video-to-Video Pipeline
1. **SAM2 Segmentation**: Click points on first frame → auto-track through video → mask video
2. **Composite + GrowMask**: Original + mask → expanded mask + composite video (automatic)
3. **VACE Generation**: Composite + grown mask + reference image + prompt → final video
## V2V Workflow
Based on ComfyUI workflows: `sam_optimized`, `sam2.1_optimized`, `vace_optimized`
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