ByteDance-Seed / ByteDance-Seed/Depth-Anything-3
Recover the road 3D model with DA3, but the metric depth looks wrong
- Dominant language
- Python
- Stars
- 6.3k
- Forks
- 702
- PR merge metrics
- No merged PRs in 30d
Description
Hi,DA3 is a great job. I want to see if I can recover the real scale 3D model of the road through DA3 by inputting the vehicle dashcam image. The depth information of each image looks good, but there seems to be a big bias in using the intrinsics to recover the true scale. I think it's a lot bigger than it really is.
The following is my code, can you give me some advice, thank you very much!
Contributor guide
No contributing guide indexed for this repository
Research direction
Start by reviewing the code shown in the attached images and the DA3 metric-depth and camera-intrinsics guidance. Reproduce the road-scene reconstruction and compare the supplied intrinsics with the recovered scale; done means identifying why the result is oversized or documenting the calibration required.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100