Skip to content

Patch2Pix AttributeError: 'Conv4d' object has no attribute 'weight' #57

Description

@adrianferal-is

Executing script for downloaded weights do not work:


import os
import yaml
import immatch
from immatch.utils import plot_matches

for method in [ 'patch2pix', 'loftr', 'superglue', 'caps_superpoint', 'd2net', 'r2d2', 'dogaffnethardnet']:
    print(f'\n>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Visualize matches of {method}')
    config_file = f'../configs/{method}.yml'
    with open(config_file, 'r') as f:
        
        args = yaml.load(f, Loader=yaml.FullLoader)['example']
        if 'ckpt' in args:
            args['ckpt'] = os.path.join('..', args['ckpt'])
        class_name = args['class']
        
    # Init model
    model = immatch.__dict__[class_name](args)
    matcher = lambda im1, im2: model.match_pairs(im1, im2)
    
    # Put some example image pairs
    im1 = '../third_party/1.jpg'
    im2 = '../third_party/2.jpg'

    matches, _, _, _ = matcher(im1, im2)    
    plot_matches(im1, im2, matches, radius=2, lines=True)

Error:
Exception has occurred: AttributeError
'Conv4d' object has no attribute 'weight'
File "/home/developer/matching/image-matching-toolbox/third_party/patch2pix/networks/ncn/conv4d.py", line 86, in init
self.weight.data=self.weight.data.permute(2,0,1,3,4,5).contiguous()
File "/home/developer/matching/image-matching-toolbox/third_party/patch2pix/networks/ncn/model.py", line 139, in init
nn_modules.append(Conv4d(in_channels=ch_in,out_channels=ch_out,kernel_size=k_size,bias=True))
File "/home/developer/matching/image-matching-toolbox/third_party/patch2pix/networks/patch2pix.py", line 32, in init
self.ncn = NeighConsensus(kernel_sizes=[3, 3], channels=[16, 1])
File "/home/developer/matching/image-matching-toolbox/third_party/patch2pix/utils/eval/model_helper.py", line 60, in load_model
net = Patch2Pix(config)
File "/home/developer/matching/image-matching-toolbox/immatch/modules/patch2pix.py", line 27, in init
self.model = load_model(args.ckpt, method="patch2pix")
File "/home/developer/matching/image-matching-toolbox/notebooks/test.py", line 18, in
model = immatch.dictclass_name
AttributeError: 'Conv4d' object has no attribute 'weight'

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions