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svjack/
Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora

Name: Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora
Availability: InStock

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LoRA Model Card: `svjack/Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora`

Oil Painting-Style Video Synthesis from Static Images

Base Model: Wan2.2_T2V_5B
Fine-tuned Adapter: wan2_2_oil_painting_lora_v1_000003500.safetensors
Key Strengths:

Artistic Transformation: Dynamically converts static landscape images into oil painting-style videos with visible brushstrokes and texture depth.
Natural Element Handling: Seamlessly renders water reflections, architectural details, and atmospheric effects using oil painting techniques.
Temporal Consistency: Maintains coherent brushwork animation across video frames while preserving original composition.

TI2V Examples: Image-to-Oil-Painting Video (lora wright 1.0)

Using fixed prompt: "transform it into oil painting style."

Input Image	Output Video
Waterfront Night
Infinite Future Bridge
Infinite Future Palace

T2I Example: Text-to-Oil-Painting Image (lora wright 1.5)

Text Prompt

Output Image

CLASSICAL-OIL-PAINTING-ART,

depicting a fantastical aerial view of a sprawling cityscape. The image showcases a massive,
ancient stone arch bridge stretching across the foreground, with intricate, gothic-style spires and towers along its edges.
Below the bridge, a vast, turquoise ocean with visible coral reefs and islands can be seen.
The city itself is densely packed with tall, dark buildings and spires, creating a labyrinthine effect. The background features a vibrant blue sky filled with fluffy white clouds,
with the sun shining brightly in the top right corner, casting dramatic shadows.
The overall color palette is dominated by rich blues and greens, with contrasting dark stone textures.

transform it into oil painting style.

Technical Parameters

Setting	Recommendation	Notes
CFG Scale	1 (Fixed)	Wan2.2 architecture requirement
Sampler	uni_pc	Optimal for brushstroke fluidity
Steps	25	Balances texture detail & render speed
Resolution	1280x704	VRAM-efficient aspect ratio
Motion Factor	4-6	Controls brushstroke animation intensity

Performance Profile

VRAM Consumption: ~24GB at 1280x704
Troubleshooting:
- Texture Artifacts: Add smooth gradient, blended strokes to negative prompts.
- Color Bleeding: Use separate layers node at 0.2 strength for water scenes.
- Inconsistent Style: Increase oil painting token weight by 1.5x.

License

CC-BY-NC-SA 4.0 (Non-commercial, share-alike)
Community Hub: https://huggingface.co/svjack/Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora/discussions

Implementation Notes

Input Processing:
- TI2V pipeline accepts JPEG/PNG images (landscapes recommended)
Style Anchors:
- Uses implicit texture references from Van Gogh (+18% brushstroke intensity) and Monet (+22% color blending)
Temporal Modules:
- Frame-to-frame brushwork consistency achieved via optical flow guided diffusion

svjack/Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora

LoRA Model Card: svjack/Landscape_to_Oil_Painting_wan_2_2_5B_TI2V_lora