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I find some dataloaders in this code and I wonder have you ever done some experiments on these datasets? Like NYUDv2? Is your method still work on these datasets?
Thanks a lot!
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你好，由于最近在做室内场景理解的相关工作，就尝试复现了一下RCF在NYUDv2数据集上的结果。但使用您提供的数据集得到的ODS和OIS只能接近RCF的CVPR版本的结果，距离PAMI版本的结果有明显的差距，请问是需要对NYUDv2的训练参数作一定的调整吗？还是数据集需要处理一下？
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Hi, first of all this is excellent work! I am trying to train some data on the segmentation portion.
When I training using the command“ python main.py --backbone mit_b3 -c exp_name --lamda 1e-6 --gp…
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I'm interested in how do you extract boundaries from NYUDv2
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Hi,
Thanks a lot for sharing your code! However, during training with offered code on NYUDv2 24K raw data, I found a strange instability about validation as follows:
:
> 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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related paper
|摘要|
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|Recently, very deep convolutional neural networks (CNNs) have shown outstanding performance in object recognition and have also been the first choice for dense classific…
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I'm trying to make a HHA image for other datasets that doesn't provide improved depth images such as SUNRGB-D, only raw ones. Can I get a recommendation of inpainting codes for improving raw Depth Ima…
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Thank you for your interesting work and excellent reproduction code.
1. Is the code fit for multiple GPU training?
2. Did you experience any degradation in results?
3. Should I change something i…
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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 can I fine-tune the Stablization Network?