Downloads · 30 days
0
SeeGroup
Hermera/SeeGroup
SeeGroup is a depth estimation model from Hermera. Use it for the depth estimation task on the model card, and read the license before you ship it in a product. The card lists the license as bsd-3-clause.
we propose SeeGroup, a multi-layer depth estimation method that allows the model itself to adaptively assign surfaces to depth maps. We formulate per-pixel multi-layer depth as a point process, treating depth layers a…
Access
Public
Updated May 27, 2026
Repo size
4.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pth4.3 GB · 100%
At a glance
- Task
- Depth Estimation
- License
- bsd-3-clause
- Access
- Public
- Created
- May 27, 2026
- Updated
- May 27, 2026
- SHA
- 43d982a0
Model card
From the Hugging Face model README
[CVPR 2026] SeeGroup: Multi-Layer Depth Estimation of Transparent Surfaces via Self-Determined Grouping
we propose SeeGroup, a multi-layer depth estimation method that allows the model itself to adaptively assign surfaces to depth maps. We formulate per-pixel multi-layer depth as a point process, treating depth layers as unordered events along each camera ray. This induces a permutation-invariant likelihood over the observed depth layers, yielding a loss that naturally supports arbitrary layer groupings. Experiments demonstrate that our method significantly advances the state of the art of multi-layer depth estimation, improving quadruplet relative depth accuracy on LayeredDepth benchmark from 61.34% to 70.09%. Code is available at https://github.com/princeton-vl/SeeGroup.
- Task
- Depth Estimation
- License
- bsd-3-clause
- Created
- May 27, 2026
- Updated
- May 27, 2026