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TransNormal-2: Geometry-Grounded Rectified Flow with Edge-Aware Decoding for Precise Normal Estimation

Hugging Face Daily Papers · 2026-09-06 Cached

TransNormal-2 improves monocular normal estimation by correcting VAE reconstruction errors with geometry-aware training losses and a lightweight RGB-guided refinement module, achieving strong results with minimal annotations.

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