# Sharp-It: A Multi-view to Multi-view Diffusion Model for 3D Synthesis and Manipulation

## Supplementary Material

##### Click below to view our interactive results, comparisons, and ablations:

Sharp-It introduces a novel multi-view to multi-view diffusion model that refines geometric details and textures of 3D objects generated by low-quality generative models. This supplementary material shows the model's effectiveness in enhancing 3D content creation by leveraging a 3D-consistent multi-view set, enabling high-quality synthesis, editing, and controlled generation.

Comparisons to Other Methods
Comparisons to Zero123++
Normal map examples

## Our Results

Sample results from our framework over all three presented tasks.

### Rainbow Chairs

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Rainbow Leather Chair
Rainbow Velvet Chesterfield Chair
Rainbow Minecraft Chair

### Knights

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No Prompt
Single Source of Light
Full Model

### A glass table with intricate gold legs

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A glass table with intricate gold legs

### A stained-glass art-deco lamp

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A stained-glass art-deco lamp

### A dragon

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A Dragon

### A gold lamp

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A gold lamp

### A Santa lamp

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A Santa lamp

### A turquoise beetle car

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A turquoise beetle car

### A blue SUV

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A blue SUV

### A wooden tower

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A wooden tower

### A leopard print leather chair

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A leopard print leather chair

### A suede leather jewelry box

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A suede leather jewelry box

### A red velvet chesterfield chair

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A red velvet chesterfield chair

### A cargo spaceship

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A cargo spaceship

## Additional Results

### A fireplace with logs

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A fireplace with logs

### A tiled wooden hut

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A tiled wooden hut

### A yellow Vespa Scooter

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A yellow Vespa Scooter

### A rainbow spaceship

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A rainbow spaceship