SpaceDG-Dataset / dataset_statistics.json
SpaceDG
Add dataset jsonl, statistics, and helper scripts
4c1622e
{
"dataset": "SpaceDG",
"qa_total": 971090,
"scene_count": 584,
"task_group": {
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"single_view": 276542
},
"question_type_distribution": {
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"camera_rotation": 43271,
"camera_object_relative_direction": 132925,
"camera_object_distance_estimation": 56120,
"object_existence_estimation": 45760,
"object_counting": 110416,
"cross_view_cardinal_direction": 27682,
"inter_object_distance": 134035,
"object_size_comparison": 28070,
"object_proxy_cardinal_direction": 213500,
"object_bounding_size_estimation": 64246
},
"degradation_count": 9,
"degradations": [
"defocus",
"distortion",
"haze",
"jpeg_compression",
"low_light",
"low_res",
"motion_blur",
"over_exposure",
"water_droplets"
],
"qa_count_per_degradation": {
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"over_exposure": 108323,
"distortion": 107258,
"motion_blur": 106360,
"jpeg_compression": 109290,
"low_light": 107666,
"haze": 106973,
"low_res": 107299,
"defocus": 106313
},
"image_total": 162071,
"image_count_per_degradation": {
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"over_exposure": 17862,
"distortion": 18080,
"motion_blur": 17937,
"jpeg_compression": 17955,
"low_light": 18009,
"haze": 17853,
"low_res": 18194,
"defocus": 17914
},
"degradation_params": {
"haze": {
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"haze_density_max": 4.999813339239697
}
},
"defocus": {
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"defocus_depth_min": 1.0005248481601878,
"defocus_depth_max": 7.999599470072766
}
},
"over_exposure": {
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}
},
"jpeg_compression": {
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"jpeg_quality_max": 15.0
}
},
"low_res": {
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"low_res_scale_max": 0.2499705881814213
}
},
"distortion": {
"settings": {
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"k1_max": -0.010010580720940132,
"k2_min": 0.0010020827419951206,
"k2_max": 0.029998837142568638,
"k3_min": 2.1977888414737024e-08,
"k3_max": 0.009999977548910155,
"k4_min": 1.50071350304426e-07,
"k4_max": 0.009999882944366328,
"max_theta_min": 1.2000031011652588,
"max_theta_max": 1.239999758351664
}
},
"low_light": {
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}
},
"water_droplets": {
"settings": {
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"droplet_radius_min": 0.10002137212339343,
"droplet_radius_max": 0.7499850581263074,
"droplet_strength_min": 0.02500337886247061,
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"droplet_blur_sigma_min": 0.7500808474644497,
"droplet_blur_sigma_max": 2.4999279719551337,
"droplet_blur_kernel_min": 5.0,
"droplet_blur_kernel_max": 9.0
}
},
"motion_blur": {
"settings": {
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"motion_blur_sub_steps_max": 80.0,
"motion_blur_max_translation_min": 0.015010664360408425,
"motion_blur_max_translation_max": 0.34999743341658823,
"motion_blur_max_rotation_min": 0.01500304095725862,
"motion_blur_max_rotation_max": 0.119998630888116
}
}
}
}