#Zero123++

Zero123++ v1.2 enhances multi-view image synthesis from a single input, emphasizing 3D generation and improved handling of camera settings. With the addition of a ControlNet normal generator, it achieves better mask accuracy. The model is easy to use with tools such as torch and diffusers, making it efficient for VRAM. Available under Apache 2.0 and CC-BY-NC 4.0 licenses, it can be accessed for non-commercial purposes on Hugging Face. Discover multi-view synthesis with included scripts and demos.

InstantMesh provides an efficient framework for generating 3D meshes from single images, utilizing LRM/Instant3D architecture. Features include zero123++ fine-tuning, available model weights, and Gradio demos via Huggingface. Suitable for single and dual-GPU use, it also supports Docker. Recommended environment includes Python 3.10, PyTorch 2.1.0, and CUDA 12.1. It offers mesh generation with varied resolutions and command line tools for detailed modeling, with training code available for further model development.