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google/tipsv2-l14-dpt

Depth Estimation·google· 1.4K· 7
transformers apache-2.0 Depth Estimation 405.7M params arxiv:2604.12012license:apache-2.0

DPT (Dense Prediction Transformer) heads for depth estimation, surface normal prediction, and semantic segmentation on top of the frozen TIPSv2 L/14 backbone. The backbone is loaded automatically. The depth and normals heads are trained on the NYU Depth V2 dataset and segmentation is trained on the ADE20K dataset (150 classes).

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pip install mlforge-sdk && mlforge pull google/tipsv2-l14-dpt

Model details

Task
Depth Estimation
Provider
google
Framework
transformers
Parameters
405.7M
Size
388 MB
License
apache-2.0
Downloads
1.4K
Likes
7
Paper
arXiv:2604.12012
Updated
2026-06-27

About google/tipsv2-l14-dpt

DPT (Dense Prediction Transformer) heads for depth estimation, surface normal prediction, and semantic segmentation on top of the frozen TIPSv2 L/14 backbone. The backbone is loaded automatically. The depth and normals heads are trained on the NYU Depth V2 dataset and segmentation is trained on the ADE20K dataset (150 classes).

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