#314 · Primary category: Computer Vision

MICA

3dmm computer-vision fitting-algorithm flame machine-learning neural-network optimization

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

Project last updated:03/17/25

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Why we included this project

MICA reconstructs a 3D head from a single RGB photo, fitting a FLAME model with real metric scale rather than just a plausible-looking shape. That matters for face tracking, avatar work, and animation pipelines where the dimensions have to be right, not just the appearance. The repo ships a pretrained model, an install script, and a demo, so you can go from an image to a mesh without training anything yourself. Since it builds on FLAME, the output plugs into existing face-rigging and animation setups. One thing to check before any commercial use: the code is released under a non-commercial research license.

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