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DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction

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๐Ÿ˜ฎ Highlights

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

๐Ÿ”ฅ 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.

๐Ÿšฉ Updates

Welcome to watch ๐Ÿ‘€ this repository for the latest updates.

โœ… [2024.7.23] : Release project page.

โœ… [2024.7.23] : Code Release.

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

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