#Novel View Synthesis

Discover advancements in converting single images to 3D models using zero-shot learning techniques. This approach mitigates the Janus problem by employing camera modeling and using synthetic datasets such as Objaverse. Recent updates, including Zero123-XL and integrations with Threestudio, improve view synthesis and 3D reconstruction. Explore live demos, optimized codebases for RTX GPUs, and training scripts. This project is a collaboration between Columbia University and Toyota Research Institute, utilizing technology from Stable Diffusion and NeRDi.

Free3D creates coherent new views from single-view images without needing a 3D model. Developed by researchers Chuanxia Zheng and Andrea Vedaldi, this tool uses ray conditioning and pseudo-3D attention to deliver precise new perspectives. It offers easy setup, supports both batch testing and single-image analysis, and uses datasets like Objaverse for robust evaluation. Pre-trained models are available, making it suitable for those in computer vision looking to innovate with minimal visual data.

The GPS-Gaussian project presents a flexible 3D Gaussian method for real-time generation of novel views of unseen characters without extra adjustments. Perfect for scenarios demanding quick multi-angle human renderings, it involves straightforward installation and can be optimized with CUDA to enhance speed. It supports strong training with extensive datasets and includes pretrained models for fast testing. This facilitates rapid deployment on synthetic as well as actual world data, ensuring seamless novel view rendering.

This platform presents an organized collection of 3D Gaussian Splatting research, including papers and reviews from leading conferences like CVPR2024 and ECCV2024. It highlights research across various institutions, offering insights into applications such as robotics and 3D reconstruction. The repository includes resources like code and abstracts, supporting further exploration. This centralized database helps users stay updated on advancing technologies in 3D Gaussian Splatting.