Can I use sparse multi-view images to train NeRF or 3D GS?

thu-ml / prolificdreamer

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

https://ml.cs.tsinghua.edu.cn/prolificdreamer/

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Can I use sparse multi-view images to train NeRF or 3D GS? #22

Closed ansj11 closed 6 months ago

ansj11 commented 6 months ago

Hi, your work is impressive! I only have sparse horizontal view images of a car and want to train a complete car model. Can I use this method to improve the unseen views' quality? Especially the looking-down views. Here are my images.

thuwzy commented 6 months ago

Thank you for your interest in our work! I think this idea makes sense and VSD may be helpful for unseen parts of the car.

ansj11 commented 6 months ago

Thank you for your quick reply! I will have a try