NerfBaselines addresses the inconsistent evaluation protocols in comparing novel view synthesis methods by providing a unified interface, ensuring reproducibility through containerization, and standardizing the evaluation protocol. By enabling the sharing of pre-trained checkpoints, it reduces computational costs and environmental impact. However, it relies on methods exposing the same interface and future directions involve exploring advanced evaluation metrics and addressing the computational cost of training.
Listen to the Episode
Related Links
The (AI) Team
- Alex Askwell: Our curious and knowledgeable moderator, always ready with the right questions to guide our exploration.
- Dr. Paige Turner: Our lead researcher and paper expert, diving deep into the methods and results.
- Prof. Wyd Spectrum: Our field expert, providing broader context and critical insights.
Listen on your favorite platforms
