NVDS
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ICCV 2023 "Neural Video Depth Stabilizer" (NVDS) & TPAMI 2024 "NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation" (NVDS+)
Hi, very interesting work! I also have a question related to temporal loss (Eq.4 in the main paper): the predicted disparity D and RGB images are (0~255) or normalized to...
Thank you very much for your excellent work! I noticed that the VDW dataset includes range_avg.txt (2 numbers), shift_scale_lr.txt (4 numbers), and ver_ratio.txt (2 numbers). I would like to know...
Hello Will you be able to release the evaluation script for sintel dataset? If not, do you have any guidance on how to run the evaluation on Sintel dataset? I...
你好,我尝试去复现paper里sintel数据集的指标,我按照repo里处理VDW数据集的方式,把sintel的数据转换成VDW一样的格式,但是我还是没有办法得到论文的指标,我算出来的指标始终比论文指标要好  这是我跑出来的DPT的指标,请问可能是哪里出问题了
Hi there, I'm trying to run `infer_NVDS_dpt_bi.py` on some images with `(NVDS) ~/repo/NVDS python infer_NVDS_dpt_bi.py --base_dir ./demo_outputs/dpt_init/000423/ --vnum 000423 --infer_w 896 --infer_h 384` using an M2 Macbook Pro (I changed...
You mention in the instructions that we can split up the tasks to save some memory. How would I go about doing that? Save the depth as arrays and write...
I tried to install NVDS on the Google colab platform, but I get the error below. Any suggestions? !python infer_NVDS_dpt_bi.py --/content/drive/MyDrive/NVDS-main/demo_outputs/dpt_init/000423/ --vnum 000423 --infer_w 896 --infer_h 384 !python infer_NVDS_midas_bi.py --/content/drive/MyDrive/NVDS-main/demo_outputs/midas_init/000423/...
In my desired application, I need a depth method that outputs relative depth across frames. I am aiming to produce metric depth in a video by fitting the relative depth...
Dear NVDS authors, Thank you for publishing this outstanding work. However, I have some questions while reading your paper. Since the depth prediction network is fixed during the training of...
Is it possible to use a newer depth model like [Patchfusion ](https://github.com/zhyever/PatchFusion)or [Marigold](https://github.com/prs-eth/marigold)?