🤖 SHELLS: Ultra-fast 3D Head Reconstruction
The SHELLS framework has been introduced for high-precision 3D head reconstruction from multiple images. The system utilizes a hierarchical strategy and "layered shells" to create topologically correct meshes. Reconstructing an 18k-polygon head takes only 0.08 seconds, consuming 88% less video memory.
🌍 This technology allows for the creation of detailed 3D head models with extremely low GPU overhead.
👤 Creating 3D characters from photos becomes faster and more efficient, even with a small number of viewpoints.
Source 1: https://syntec-research.github.io/SHELLS/ Source 2: https://github.com/google/GNM