cure-lab/MagicDrive
[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”
This tool helps researchers and engineers in autonomous driving generate realistic street-view images and videos. You provide details like camera angles, road layouts, and 3D object positions, along with text descriptions, and it creates consistent, high-fidelity driving scene visuals. It's ideal for those developing and testing 3D perception systems for self-driving cars.
1,166 stars. No commits in the last 6 months.
Use this if you need to create synthetic street-view data with precise control over 3D geometry and multi-camera consistency for tasks like training 3D object detection or BEV segmentation models.
Not ideal if you are looking for general-purpose image or video generation outside of the specific domain of autonomous driving street scenes and their associated 3D controls.
Stars
1,166
Forks
51
Language
Python
License
Apache-2.0
Category
Last pushed
Apr 21, 2025
Commits (30d)
0
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