Asking about range of depth map prediction value

[RyanPham19092002]

I used my custom dataset to train your model, and I want to add depth map loss supervisor to increase the accuracy.
My depth map custom dataset has range from [0,1000] (meters).
I want to know what range of the depth map prediction value that I can scale my custom dataset depth map to fit with those prediction and using loss function.
Thank you so much.

[donydchen]

Hi @RyanPham19092002, you might consider scaling your depth to range (1, 100) since it is the range used by the released model. However, this range is empirically set as we do not have ground truth depth in training. In your case, you can also consider setting the near and far range to better align with the ground truth depth. For more details on setting the near and far range, kindly refer to #11 (comment).

Besides, to train with depth loss, you might need to replace the 3DGS renderer. For more details, please refer to #40 (comment).

Feel free to let us know if you have any other questions. Cheers.

[RyanPham19092002]

Thank you for your support Vào Th 6, 5 thg 7, 2024 vào lúc 17:03 Donald Chen < ***@***.***> đã viết:

…

Hi @RyanPham19092002 <https://github.com/RyanPham19092002>, you might consider scaling your depth to range (1, 100) since it is the range used by the released model. However, this range is empirically set as we do not have ground truth depth in training. In your case, you can also consider setting the near and far range to better align with the ground truth depth. For more details on setting the near and far range, kindly refer to #11 (comment) <#11 (comment)>. Besides, to train with depth loss, you might need to replace the 3DGS renderer. For more details, please refer to #40 (comment) <#40 (comment)>. Feel free to let us know if you have any other questions. Cheers. — Reply to this email directly, view it on GitHub <#46 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A5I7DACTXDV4UALBX2J2ZOLZKZVOJAVCNFSM6AAAAABKKYRYLOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDEMJQGU4DONJXGY> . You are receiving this because you were mentioned.Message ID: ***@***.***>