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+)
_@RaymondWang987: We have tried NVDS with MiDaS, DPT, MiDaS 3.1, and NewCRFs. The results are quite satisfactory. You can simply change the depth predictor to MiDaS 3.1 (only adjusting one...
Did anyone try to run NVDS in Windows? I suspect it is not that easy because of GMFlow...
Thank you for a great project,Whether it can be used for other visual tasks, video matting, video optical flow estimation stability
作者你好,我在复现您提供的github代码时出现了以下的报错,似乎和mmcv-full有关,我是通过pip install mmcv-full==1.3.0 -f https://download.openmmlab.com/mmcv/dist/cu111/torch1.9.0/index.html以及pip install mmcv-full==1.3.0都尝试过,但都是这个报错。请问有什么解决方法吗,以下是报错信息: (NVDS) qjc@omnisky:/data3/qjcnerf/NVDS$ CUDA_VISIBLE_DEVICES=0 python infer_NVDS_dpt_bi.py --base_dir ./demo_outputs/dpt_init/000423/ --vnum 000423 --infer_w 896 --infer_h 384 Traceback (most recent call last): File "infer_NVDS_dpt_bi.py", line 19, in...
Great work! I'm wondering whether the work can also predict the consistent depth of egocentric video.
Can you please make a colab notebook for the project? My system doesn't fit the system required for installation and running your code, so having a colab notebook would allow...
What should I do if I want to estimate the depth of the video stream directly, will the delay be large?
Thanks for your great work! I wonder if I could use your pretrained model to test my video data directly, or should I finetune the model using the video data...
Thank you for your excellent work. I tried your work on our surgical dataset and found that the final mix result was not as good as the initial result. How...