cleardusk/3DDFA
3DDFA
3DDFA is a 3D face reconstruction tool that generates three-dimensional facial meshes and 68 structural landmarks from a single two-dimensional input image.
The project provides utilities for estimating facial pose and depth maps to determine the orientation and position of a face. It includes a geometry exporter to save reconstructed facial shapes into standard file formats for use in external 3D modeling software.
The software further covers automated face cropping using landmark-based and landmark-free identification methods, as well as the extraction of specialized mathematical representations for detailed facial analysis.
Features
- Single-Image 3D Reconstructions - Generates a complete three-dimensional facial mesh and structural landmarks from a single two-dimensional input image.
- Head Pose Estimation - Calculates the 3D orientation and position of the head to ensure consistent facial reconstruction.
- Face Pose Estimators - Determines the 3D orientation of a face from 2D landmarks to assist with alignment.
- 3D Face Reconstruction - Generates 3D facial meshes and 68 landmarks from a single 2D image across various poses.
- Face Detection - Automatically identifies and extracts face regions from images using landmark-based and landmark-free methods.
- Facial Landmark Detection - Detects facial regions using coordinate points to isolate the face from background imagery.
- 3D Model Exporters - Exports reconstructed face shapes into standard 3D file formats for external modeling software.
- Geometry Data Exporters - Provides utilities for saving reconstructed facial geometry into standardized 3D file formats.
- Mesh Exporters - Saves reconstructed 3D facial geometry into standard file formats for use in external modeling software.
- Computer Vision Models - 3D face alignment solution.
- Face Alignment And Reconstruction - 3D face alignment solution for full pose ranges.
- Faces: - Listed in the “Faces:” section of the Curated List Of Awesome 3D Morphable Model Software And Data awesome list.
