---
license: cc-by-nc-3.0
pipeline_tag: image-to-3d
tags:
- art
- Mathematics
- Maths
- SVECTOR
- ManiFold
---



# ManiFold

## Overview
ManiFold, developed by SVECTOR, features cutting-edge AI models designed for high performance across diverse domains. It delivers scalability, efficiency, and state-of-the-art results. This document provides an in-depth guide on the capabilities of the ManiFold models and how to integrate them into your applications.
 


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### 3D Construction Demo (CAR)
<video width="640" height="360" controls>
  <source src="https://firebasestorage.googleapis.com/v0/b/svector-cloud.appspot.com/o/files%2F0cb45d1f-d18a-4f82-a518-e84760a5ff71.mp4?alt=media&token=5c4db276-0ebc-46a1-9f86-bea8244c4e29" type="video/mp4">
  
</video>

### 3D Construction Demo (TV)
<video width="640" height="360" controls>
  <source src="https://firebasestorage.googleapis.com/v0/b/svector-cloud.appspot.com/o/files%2Fbbb32987-8ee8-4985-a033-83c3852acbf6.mp4?alt=media&token=256979f0-261c-4a27-8117-0134fab30c57" type="video/mp4">
 
</video>


## Installation

To get started, ensure your environment meets these requirements:

- **Python Version**: 3.8 or higher
- **Dependencies**:
  - `torch`
  - `safetensors`
  - `numpy`

Install the dependencies using:

```bash
pip install torch safetensors numpy
```

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## Features

- **State-of-the-Art Performance**: Designed for efficiency and scalability.
- **Flexible Integration**: Compatible with modern machine learning frameworks.
- **Versatile Applications**: Suitable for tasks ranging from image analysis to advanced AI workflows.


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## Example Use Cases

1. **3D Reconstruction**: Generate sparse and dense 3D models with high accuracy.
2. **Image Analysis**: Leverage advanced image conditioning for enhanced visual processing.
3. **AI Workflow Integration**: Streamline AI tasks with robust model capabilities.

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## Support

For assistance or inquiries, please contact us:

- **Email**: ai@svector.co.in
- **Website**: [SVECTOR](https://www.svector.co.in)

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## License

This project is licensed under the **SVECTOR Proprietary License**. Refer to the `LICENSE` file for more details.
---
license: cc-by-nc-3.0
---


## Credits

- **Developed by**: SVECTOR


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**Tagline**: *Empowering the Future with Intelligent Solutions.*