UniDepth

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Hey there! Thanks a lot for the awesome work and for sharing the code. I'm interested in training your model from scratch using my own synthetic dataset. Do you have...

dmariaa

The new numpy release version is not compatible with transformer module in `torch.nn.modules` as described this issue: https://github.com/lpiccinelli-eth/UniDepth/issues/58 This update will keep numpy 1.x (pulling the latest available).

aunagar

How to reproduce: Install using python `venv` as per instructions in the readme. Running ``python ./scripts/demo.py` gives the following error in `torch.nn.modules.transformer` `UserWarning: Failed to initialize NumPy: _ARRAY_API not found`...

aunagar

Why are there always missing values ​​in the lower left or lower right corner when using unidepthv2 to infer absolute depth?

2

Thanks for this outstanding work！ When I use UnidepthV2 to infer a 1280x1920 RGB image, why there are always some missing values ​​in the lower left and lower right corners...

XiaolongQian

Finetuning

1

Hi, I am hoping to finetune the UniDepth model to a specific video. I tried finetuning all layers of the decoder but it is still relatively slow. Do you have...

Davidyao99

what's correct way to construct 3D mesh ?

3

For [ZoeDepth](https://github.com/isl-org/ZoeDepth), we use: [gradio_im_to_3d.py](https://github.com/isl-org/ZoeDepth/blob/main/ui/gradio_im_to_3d.py) [huggingface demo](https://huggingface.co/spaces/shariqfarooq/ZoeDepth) What I tried: ```python import torch import numpy as np from PIL import Image from unidepth.models import UniDepthV1, UniDepthV2 import trimesh from zoedepth.utils.geometry...

graysuit

Hi @lpiccinelli-eth, Thank you for this amazing work. I have a custom dataset on my end that I would like to train on. I was wondering when would the training...

girish1511

Hello! @lpiccinelli-eth Thanks for this outstanding work！ Recently I read your code and I was confused by the class **RandomResize** in unidepth.utils.transform. The following code is in line 783 and...

jluwula

Spilt file requirement

1

Hi, thanks for your excellent jobs! I want to test the model performance as shown in table one, but I cannot find the split file in this repo. I noticed...

JunyuanDeng

Can I use scripts/demo.py to estimate exact depth by inputting my own images? I mean if the min distance in an image is 1cm, the max distance in an image...

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