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@meyerls
meyerls committed Jul 31, 2024
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249 changes: 249 additions & 0 deletions clustering/config_real.py
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# Baum 01

Baum_01_SAM = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_01/sam/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 120,
"remove_outliers_radius": 0.015,
"down_sample": 0.001,
"eps": 0.02,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
"template_path": './clustering/apple_template.ply',
'apple_template_size': 1,
'gt_cluster': None,
'gt_count': 179,
}

Baum_01_SAM_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_01/sam_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 120,
"remove_outliers_radius": 0.015,
"down_sample": 0.001,
"eps": 0.02,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
"template_path": './clustering/apple_template.ply',
'apple_template_size': 1,
'gt_cluster': None,
'gt_count': 179,
}

Baum_01_unet = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_01/unet/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 120,
"remove_outliers_radius": 0.015,
"down_sample": 0.001,
"eps": 0.02,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
"template_path": './clustering/apple_template.ply',
'apple_template_size': 1,
'gt_cluster': None,
'gt_count': 179,
}

Baum_01_unet_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_01/unet_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 120,
"remove_outliers_radius": 0.015,
"down_sample": 0.001,
"eps": 0.02,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
"template_path": './clustering/apple_template.ply',
'apple_template_size': 1,
'gt_cluster': None,
'gt_count': 179,
}

# Baum 02

Baum_02_SAM = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_02/sam/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 65,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.03,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.1,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.9,
'gt_cluster': None,
'gt_count': 113,
}

Baum_02_SAM_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_02/sam_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 70,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.03,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.1,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.9,
'gt_cluster': None,
'gt_count': 113,
}

Baum_02_unet = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_02/unet/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 50,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.03,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.1,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.9,
'gt_cluster': None,
'gt_count': 113,
}

Baum_02_unet_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_02/unet_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 50,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.03,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.1,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.9,
'gt_cluster': None,
'gt_count': 113,
}

# Baum 03

Baum_03_unet = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_03/unet/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 100,
"remove_outliers_radius": 0.027,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.8,
'gt_cluster': None,
'gt_count': 291,
}

Baum_03_unet_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_03/unet_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 100,
"remove_outliers_radius": 0.027,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.8,
'gt_cluster': None,
'gt_count': 291,
}

Baum_03_SAM = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_03/sam/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 100,
"remove_outliers_radius": 0.027,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.8,
'gt_cluster': None,
'gt_count': 291,
}

Baum_03_SAM_Big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/tree_03/sam_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 100,
"remove_outliers_radius": 0.027,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.3,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.8,
'gt_cluster': None,
'gt_count': 291,
}


# Fuji

Fuji_unet = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/unet/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 75,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.2,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.1,
"gt_cluster": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/data/lineset_aligned.ply",
"gt_count": 1455
}

Fuji_unet_big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/unet_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 75,
"remove_outliers_radius": 0.025,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.2,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.1,
"gt_cluster": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/data/lineset_aligned.ply",
"gt_count": 1455
}

Fuji_sam = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/sam/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 50,
"remove_outliers_radius": 0.03,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.2,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.1,
"gt_cluster": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/data/lineset_aligned.ply",
"gt_count": 1455

}

Fuji_sam_big = {
"path": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/sam_big/semantic_colormap_cropped.ply",
"remove_outliers_nb_points": 50,
"remove_outliers_radius": 0.03,
"down_sample": 0.001,
"eps": 0.025,
"cluster_merge_distance": 0.04,
"minimum_size_factor": 0.2,
"min_samples": 100,
'template_path': './clustering/apple_template.ply',
'apple_template_size': 1.1,
"gt_cluster": "/home/se86kimy/Dropbox/07_data/For5G/Apple_24_08_23/eval/fuji/data/lineset_aligned.ply",
"gt_count": 1455
}
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