threedle/3DHighlighter
Localizing Regions on 3D Shapes via Text Descriptions
This tool helps 3D artists, designers, and researchers quickly identify and color specific semantic regions on a 3D mesh model using simple text descriptions. You provide a 3D shape and a text prompt (e.g., "hat," "shoes"), and it highlights the corresponding area on the model. This is useful for tasks like adding accessories to 3D characters or marking parts of an object for further design.
103 stars. No commits in the last 6 months.
Use this if you need to precisely locate and highlight parts of a 3D model just by describing them in words, without needing pre-existing 3D annotations or datasets.
Not ideal if you require absolute pixel-perfect precision on highly complex or low-resolution meshes with poor triangulation, or if you don't have access to a CUDA-enabled GPU.
Stars
103
Forks
12
Language
Python
License
—
Category
Last pushed
Feb 09, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/threedle/3DHighlighter"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
openspyrit/spyrit
A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.
RobotLocomotion/pytorch-dense-correspondence
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
Fyusion/LLFF
Code release for Local Light Field Fusion at SIGGRAPH 2019
pmh47/dirt
DIRT: a fast differentiable renderer for TensorFlow
marrlab/SHAPR_torch
SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D...