RuntimeError about image-matching-toolbox HOT 8 CLOSED

@zhubingerdai

Could you please provide the full command that leads to the error?

from image-matching-toolbox.

These instructions given in evaluation. md ,I tried every instruction
python -m immatch.eval_hpatches --gpu 0
--config 'superpoint' 'ncnet'
--task 'both' --save_npy
--root_dir .

from image-matching-toolbox.

@zhubingerdai

Sorry I can not reproduce your error again:

(immatch) zhouq@server:~/projects/image-matching-toolbox$ python -m immatch.eval_hpatches --gpu 0 --config 'superpoint' 'ncnet' --task 'both'
Can not import sparsencnet

>>>> Method=SuperPoint Default config: {'class': 'SuperPoint', 'keypoint_threshold': 0.005, 'nms_radius': 4, 'max_keypoints': -1, 'match_threshold': 0.0, 'imsize': -1} Thres: [0.0]
Loaded SuperPoint model
Initialize SuperPoint_r4
Matching thres: 0.0  Save to: None

>>>>Eval hpatches: task=matching+homography method=SuperPoint_r4 scale_H=False rthres=2 thres=[1, 3, 5,10]
  7%|████▉                                                              | 8/108 [00:03<00:43,  2.31it/s]

What's your Konria version?

from image-matching-toolbox.

Konria version：0.6.5

from image-matching-toolbox.

I tried with the same version, I can not reproduce the bug. I am afraid that you will need to locate the cause of the error first then I can update the repo. But so far I did not find this bug in my environment.

from image-matching-toolbox.

@zhubingerdai @GrumpyZhou I had the same problem, but was able to resolve it by forcing kornia to an earlier version (e.g. kornia==0.4.1 in setup.py).

According to kornia/kornia#1555 (comment), Kornia recently established a min pytorch version of 1.8.1 (I think in release 0.6.0 - see release note here?). Your install.md says that you tested with pytorch=1.7.0, so this may be causing the problem? I just chose kornia==0.4.1 because it was the latest release when you created the image-matching-toolbox repo (Nov 24, 2020) but anything < 0.6.0 might work.

Unrelated, but @GrumpyZhou you were also missing a dependency on pydegensac in setup.py. I can submit a pull request for these two changes, if you'd like!

from image-matching-toolbox.

@arjunkarpur Hi, Thanks! Actually, I am considering migrating the toolbox to work on a newer version of pytorch. But will do this when I have free time so not exact time schedule for now. I will also add pydegensac dependency.

from image-matching-toolbox.

@GrumpyZhou cool no problem. I might also suggest upgrading CUDA to 11.0 😁

I think pytorch isn't compatible with CUDA 11.2 and tf2 isn't compatible with CUDA 11.1, so I had to change cudatoolkit=11.0 in environment.yml to make it compatible with both (I use tf2 in my own custom modules)

from image-matching-toolbox.