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README.md
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---
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license: mit
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pipeline_tag: image-to-3d
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---
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license: mit
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pipeline_tag: image-to-3d
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language:
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- en
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---
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## DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/64ad086c5d48838462e2eee1/2MWeSncAOUfhvAw0-VFHz.png)
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## ๐ฎ Highlights
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DreamCar can reconstruct a completed 3D car model in the moving-forward scene given a few images even a single image.
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### ๐ฅ Symmetry Learning, Car-specific Piror, Pose Optimization
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- Symmetry Learning: We use the symmetric nature of cars to reconstruct a completed 3D car.
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- Car generative prior: We contribute a 3D car dataset to empower Zero123 with car-specific piror.
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- Pose optimization: We propose a pose optimization method to optimize the poses with error from self-driving datasets.
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## ๐ฉ **Updates**
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Welcome to **watch** ๐ this repository for the latest updates.
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โ
**[2024.7.23]** : Release [project page](https://xiaobiaodu.github.io/dreamcar-project/).
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โ
**[2024.7.23]** : Code Release.
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You can find our code in https://github.com/xiaobiaodu/DreamCar
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