---
license: mit
pipeline_tag: image-to-3d
language:
- en
---
## DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction


![image/png](https://cdn-uploads.huggingface.co/production/uploads/64ad086c5d48838462e2eee1/2MWeSncAOUfhvAw0-VFHz.png)

## 😮 Highlights

DreamCar can reconstruct a completed 3D car model in the moving-forward scene given a few images even a single image.

### 🔥 Symmetry Learning, Car-specific Piror, Pose Optimization 
- Symmetry Learning: We use the symmetric nature of cars to reconstruct a completed 3D car.
- Car generative prior: We contribute a 3D car dataset to empower Zero123 with car-specific piror.
- Pose optimization: We propose a pose optimization method to optimize the poses with error from self-driving datasets.


## 🚩 **Updates**

Welcome to **watch** 👀 this repository for the latest updates.

✅ **[2024.7.23]** : Release [project page](https://xiaobiaodu.github.io/dreamcar-project/).

✅ **[2024.7.23]** : Code Release. 


You can find our code in https://github.com/xiaobiaodu/DreamCar