Vincentqyw
update: features and matchers
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dataset_name: "merge"
datasets: ["wireframe", "holicity"]
weights: [0.5, 0.5]
gt_source_train: ["", ""] # Fill with your own [wireframe, holicity] exported ground-truth
gt_source_test: ["", ""] # Fill with your own [wireframe, holicity] exported ground-truth
train_splits: ["", "2018-01"]
add_augmentation_to_all_splits: False
gray_scale: True
# Return type: (1) single (original version) (2) paired
return_type: "paired_desc"
# Number of points extracted per line
max_num_samples: 10
# Max number of training line points extracted in the whole image
max_pts: 1000
# Min distance between two points on a line (in pixels)
min_dist_pts: 10
# Small jittering of the sampled points during training
jittering: 0
# Random seed
random_seed: 0
# Date preprocessing configuration.
preprocessing:
resize: [512, 512]
blur_size: 11
augmentation:
photometric:
enable: True
primitives: [
'random_brightness', 'random_contrast', 'additive_speckle_noise',
'additive_gaussian_noise', 'additive_shade', 'motion_blur' ]
params:
random_brightness: {brightness: 0.2}
random_contrast: {contrast: [0.3, 1.5]}
additive_gaussian_noise: {stddev_range: [0, 10]}
additive_speckle_noise: {prob_range: [0, 0.0035]}
additive_shade:
transparency_range: [-0.5, 0.5]
kernel_size_range: [100, 150]
motion_blur: {max_kernel_size: 3}
random_order: True
homographic:
enable: True
params:
translation: true
rotation: true
scaling: true
perspective: true
scaling_amplitude: 0.2
perspective_amplitude_x: 0.2
perspective_amplitude_y: 0.2
patch_ratio: 0.85
max_angle: 1.57
allow_artifacts: true
valid_border_margin: 3