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I'm looking to train a depth model similar to the one described in [this paper](https://arxiv.org/abs/2303.02700) but with a novel approach. The paper utilizes a combination of three methods to predic…
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How many GPUs and how much training time are required to train(fine-tune) a SD model for depth prediction?
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In the prediction tab, there's specification for input : Input image whose depth will be estimated. The shorter dimension should be 518 pixels and the larger dimension should be a multiple of 14, but …
x4080 updated
3 months ago
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I get the following error:
> Traceback (most recent call last):
> File "test_nyu_metric.py", line 22, in
> merge_cfg_from_file(test_args)
> File "/home/Projects/consistent_depth/VNL_Mon…
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- store depth chart data in postgres for each week
- use most recent depth chart information
- show warning in UI if not depth chart has not been refreshed for current week
- could show status of …
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Thank you for your work and dataset.
I was trying to use VoxFormer ckpt(trained on SemanticKITTI) to do inference on the SSC-NuScene, with different depth prediction modules, but the performance afte…
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Hi! I'm really thankful to give your great code.
I'm actually want to get real depth value with my depth prediction image.
For example, I used `test_img.ipynb` and make depth prediction images…
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您好，我看到论文中使用本方法生成的深度图数据集，或者其他公开的深度图数据集作为训练数据，训练了几个深度估计模型，并在几个水下真实场景的深度数据集上进行了测试。
我有一个细节问题想请教一下，不同深度数据集的设置可能不同，深度数据的范围也可能会有所差异，请问在训练和测试的时候需要对深度数据进行归一化之类的处理嘛？
非常感谢！
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As mentioned in #5,
The output of "layer_4" is NaN for **Line 71 in modules/geo_predictors/omnidata/modules/midas/dpt_depth.py**
_layer_1, layer_2, layer_3, layer_4 = forward_vit(self.pretrained, x)…
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i have got midas depth but i need to convert this into distance like meter and centimeter. Can anyone help me?