3D-OVS
3D-OVS offers a PyTorch-based method for 3D scene segmentation using open vocabulary texts, eliminating the need for segmentation annotations. Compatible with Ubuntu 20.04, it leverages CLIP features for accurate segmentation using about 14GB of GPU memory. Comprehensive guidance is available for troubleshooting, text prompt refinement, and custom dataset handling, enhancing boundary detection and stability.
