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Support datasets with images with varied widths and heights #7

@henrypearce4D

Description

@henrypearce4D

Hi the project is very interesting.

Are you able to add support for datasets with images with varied widths and heights?

Error executing job with overrides: ['train.gs_epochs=30000', 'train.no_densify=True', 'gs.dataset.source_path=data/frame000001', 'gs.dataset.model_path=data/output/frame000001', 'init_wC.matches_per_ref=20000', 'init_wC.nns_per_ref=3', 'init_wC.num_refs=180', 'wandb.mode=disabled']
Traceback (most recent call last):
  File "/mnt/c/Users/ice/wslworkspace/EDGS/train.py", line 54, in main
    trainer.init_with_corr(cfg.init_wC)
  File "/mnt/c/Users/ice/wslworkspace/EDGS/source/trainer.py", line 234, in init_with_corr
    camera_set, selected_indices, visualization_dict = init_fn(
  File "/mnt/c/Users/ice/wslworkspace/EDGS/source/corr_init.py", line 630, in init_gaussians_with_corr
    kptsA_np, kptsB_np, kptsB_proj_matrices_idcs, kptsA_color, kptsB_color = extract_keypoints_and_colors(
  File "/mnt/c/Users/ice/wslworkspace/EDGS/source/corr_init.py", line 362, in extract_keypoints_and_colors
    imB_compound_np = np.stack(imB_compound, axis=0)
  File "/home/ice/miniconda3/envs/edgs/lib/python3.10/site-packages/numpy/core/shape_base.py", line 449, in stack
    raise ValueError('all input arrays must have the same shape')
ValueError: all input arrays must have the same shape

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.

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