BREAKING
Depth Anything V2 Gains Attention
Teacher-Student Training Pipeline
1
Synthetic labels
↓
2
Bigger teacher
↓
3
Pseudo-labels
↓
4
Train student
0
K
synthetic labeled
0
M+
real unlabeled
0
x
faster than rivals
Model Sizes by Parameters
Small
24.8
Base
97.5
Large
335.3
Giant
1300
Strengths and Open Questions
Strengths
●
Sharp detail
●
Transparent objects
●
Better video consistency
Limitations
●
Giant unreleased
●
Metric depth needs tuning
●
Struggles in rare scenes
A Practical Depth Standard
AI NEWS BLITZ
Depth Anything V2 estimates distance from a single ordinary camera image.