search

DepthAnything / Depth-Anything-V2

[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation
https://depth-anything-v2.github.io
Apache License 2.0
4.01k stars 345 forks source link

Is the output of fine-tuning the outdoor model using a depth map also a depth map? #96

Open HaosenZ opened 4 months ago

HaosenZ commented 4 months ago

Thank you for your contribution I saw in your metric depth description that the output of the pre trained model can be used as a disparity map. Now, I want to use a custom dataset that includes RGB images and a 16 bit depth map to fine tune the outdoor model. Is the resulting output a depth map?

Eyvaz27 commented 3 months ago

If you finetune the model against gt depth maps while following https://github.com/DepthAnything/Depth-Anything-V2/issues/102#issuecomment-2275132770 results should be depth predictions (furthermore metric_depth/train.py is designed to fine-tune architecture wrt gt depth maps)