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eos is a slight 3D Morphable Face Model fitting library that prepares basic efficiency to use face models, as well as camera and shape fitting functionality. It's written in current C++11/14. MorphableModel and PcaModel classes to represent 3DMMs, with basic operations like draw_sample(). Assists the Surrey Face Model (SFM), 4D Features Model (4DFM), Basel Face Model (BFM) 2009 and 2017, and the Liverpool-York Head Paradigm (LYHM) out-of-the-box.
Markers- Fast, linear pose, shape and expression fitting, edge and design fitting
- Linear enhanced orthographic indication camera raise estimation
- Linear shape-to-landmarks fitting, execution about O. Aldrian & W. Smith, Inverse Rendering of Faces with a 3D Morphable Mockup, PAMI 2013
- Expression fitting, with 6 linear expression blendshapes due to these SFM: anger, disgust, fear, happiness, sadness, surprise
- Edge-fitting, heavily inspired by: A. Bas et al., Fitting a 3D Morphable Prototype up to Edges: A Comparison Between Hard by the same token Soft Correspondences, ACCVW 2016
- Texture drawing to take a pose-invariant representation related to the face texture
- Python bindings: Much of eos's functionality feels open as definite python module
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CategoriesMachine Learning LicenseApache License V2.0 Follow eoseos Web Site
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