52 lines
1.1 KiB
YAML
52 lines
1.1 KiB
YAML
data:
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name: homographies
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data_dir: revisitop1m
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train_size: 150000
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val_size: 2000
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batch_size: 64
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num_workers: 14
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homography:
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difficulty: 0.7
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max_angle: 45
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photometric:
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name: lg
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model:
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name: two_view_pipeline
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extractor:
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name: extractors.sift
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backend: pycolmap_cuda
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max_num_keypoints: 1024
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force_num_keypoints: True
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nms_radius: 3
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trainable: False
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ground_truth:
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name: matchers.homography_matcher
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th_positive: 3
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th_negative: 3
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matcher:
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name: matchers.lightglue
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filter_threshold: 0.1
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flash: false
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checkpointed: true
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input_dim: 128
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train:
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seed: 0
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epochs: 40
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log_every_iter: 100
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eval_every_iter: 500
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lr: 1e-4
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lr_schedule:
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start: 20
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type: exp
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on_epoch: true
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exp_div_10: 10
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plot: [5, 'gluefactory.visualization.visualize_batch.make_match_figures']
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benchmarks:
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hpatches:
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eval:
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estimator: opencv
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ransac_th: 0.5
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model:
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extractor:
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nms_radius: 0
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