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Functions826 in github.com/Nischaydnk/RSNA-2023-1st-place-solution

↓ 19 callersFunctionprint
(*args, **kwargs)
TRAIN/train_try11_v8_extrav.py:37
↓ 13 callersFunctionscore
Pseudocode: 1. For every label group (liver, bowel, etc): - Normalize the sum of each row's probabilities to 100%. - Calculat
rough_codes/4_rsna_abd_v2s_try5_v10_fulldata.py:1300
↓ 11 callersFunctionconvert_3d
(module)
Models/segmentation_model.py:149
↓ 10 callersFunctionis_main_process
()
TRAIN/train_v2s_try5_v10_fulldata.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_fullextracoatsmall384.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coatsmall384extravast4funet.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_segmentation_model.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_try11_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coatmed384ourdataseed.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_try11_v8_extrav.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coat_lite_medium_bs2_lr_seed.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coat_lite_medium_bs2_lr125e6.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coatmedium384extravast.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coat_lite_medium_unet_bs1_lr10e5_seed7777.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coat_med_newseg_ourdata_4f.py:21
↓ 10 callersFunctionis_main_process
()
TRAIN/train_coatmed384fullseed.py:21
↓ 10 callersFunctionis_main_process
()
rough_codes/1_coatmed384ourdataseed100.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/4_rsna_abd_v2s_try5_v10_fulldata.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/2_coatmed384fullseed696969.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/3_coatmed-newseg-ourdata-4f.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/11_rsna-abd-try11-v8-extrav.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/12_coatmedium384extravast.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/7_coat-lite-medium-unet-bs1-lr10e5-seed7777.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/5_coat_lite_medium_bs2_lr9e5_seed7.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/6_coat-lite-medium-bs2-lr125e6.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/10_fullextracoatsmall384.py:39
↓ 10 callersFunctionis_main_process
()
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:27
↓ 10 callersFunctionis_main_process
()
rough_codes/9_coatsmall384extravast4funet.py:39
↓ 8 callersFunctionprint
(*args, **kwargs)
rough_codes/11_rsna-abd-try11-v8-extrav.py:43
↓ 8 callersFunctionprint
(*args, **kwargs)
rough_codes/12_coatmedium384extravast.py:43
↓ 7 callersFunctioncalculate_competition_score
Pseudocode: 1. For every label group (liver, bowel, etc): - Normalize the sum of each row's probabilities to 100%. - Calculat
rough_codes/11_rsna-abd-try11-v8-extrav.py:849
↓ 7 callersFunctioncalculate_competition_score
Pseudocode: 1. For every label group (liver, bowel, etc): - Normalize the sum of each row's probabilities to 100%. - Calculat
rough_codes/12_coatmedium384extravast.py:925
↓ 7 callersFunctioncalculate_competition_score
Pseudocode: 1. For every label group (liver, bowel, etc): - Normalize the sum of each row's probabilities to 100%. - Calculat
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:810
↓ 7 callersFunctionload_total_segmentation_volume
(path)
Datasets/make_segmentation_data1.py:100
↓ 7 callersFunctionprint
(*args, **kwargs)
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:43
↓ 5 callersFunctionget_loaders
()
rough_codes/4_rsna_abd_v2s_try5_v10_fulldata.py:552
↓ 5 callersFunctionprint
(*args, **kwargs)
rough_codes/4_rsna_abd_v2s_try5_v10_fulldata.py:43
↓ 5 callersFunctionprint
(*args, **kwargs)
rough_codes/10_fullextracoatsmall384.py:57
↓ 5 callersFunctionprint
(*args, **kwargs)
rough_codes/9_coatsmall384extravast4funet.py:57
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_fullextracoatsmall384.py:213
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coatsmall384extravast4funet.py:235
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coatmed384ourdataseed.py:213
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_try11_v8_extrav.py:211
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coat_lite_medium_bs2_lr_seed.py:211
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coat_lite_medium_bs2_lr125e6.py:212
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coatmedium384extravast.py:211
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coat_lite_medium_unet_bs1_lr10e5_seed7777.py:212
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coat_med_newseg_ourdata_4f.py:215
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_coatmed384fullseed.py:218
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/1_coatmed384ourdataseed100.py:400
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/2_coatmed384fullseed696969.py:400
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/3_coatmed-newseg-ourdata-4f.py:400
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/11_rsna-abd-try11-v8-extrav.py:303
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/12_coatmedium384extravast.py:324
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/7_coat-lite-medium-unet-bs1-lr10e5-seed7777.py:369
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/5_coat_lite_medium_bs2_lr9e5_seed7.py:398
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/6_coat-lite-medium-bs2-lr125e6.py:400
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/10_fullextracoatsmall384.py:323
↓ 5 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
rough_codes/9_coatsmall384extravast4funet.py:323
↓ 4 callersFunctioncreate_training_solution
(y_train)
rough_codes/11_rsna-abd-try11-v8-extrav.py:925
↓ 4 callersFunctioncreate_training_solution
(y_train)
rough_codes/12_coatmedium384extravast.py:1001
↓ 4 callersFunctioncreate_training_solution
(y_train)
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:886
↓ 4 callersFunctionget_loaders
()
TRAIN/train_segmentation_model.py:186
↓ 4 callersFunctionget_loaders
()
rough_codes/11_rsna-abd-try11-v8-extrav.py:579
↓ 4 callersFunctionget_loaders
()
rough_codes/12_coatmedium384extravast.py:607
↓ 4 callersFunctionget_loaders
()
rough_codes/10_fullextracoatsmall384.py:608
↓ 4 callersFunctionget_loaders
()
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:577
↓ 4 callersFunctionget_loaders
()
rough_codes/9_coatsmall384extravast4funet.py:608
↓ 4 callersFunctionget_rank
()
TRAIN/train_v2s_try5_v10_fulldata.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_fullextracoatsmall384.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coatsmall384extravast4funet.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_segmentation_model.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_try11_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coatmed384ourdataseed.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_try11_v8_extrav.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coat_lite_medium_bs2_lr_seed.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coat_lite_medium_bs2_lr125e6.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coatmedium384extravast.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coat_lite_medium_unet_bs1_lr10e5_seed7777.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coat_med_newseg_ourdata_4f.py:15
↓ 4 callersFunctionget_rank
()
TRAIN/train_coatmed384fullseed.py:15
↓ 4 callersFunctionget_rank
()
rough_codes/1_coatmed384ourdataseed100.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/4_rsna_abd_v2s_try5_v10_fulldata.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/2_coatmed384fullseed696969.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/3_coatmed-newseg-ourdata-4f.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/11_rsna-abd-try11-v8-extrav.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/12_coatmedium384extravast.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/7_coat-lite-medium-unet-bs1-lr10e5-seed7777.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/5_coat_lite_medium_bs2_lr9e5_seed7.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/6_coat-lite-medium-bs2-lr125e6.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/10_fullextracoatsmall384.py:33
↓ 4 callersFunctionget_rank
()
rough_codes/8_try11_cls_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:21
↓ 4 callersFunctionget_rank
()
rough_codes/9_coatsmall384extravast4funet.py:33
↓ 4 callersFunctionprint
(*args, **kwargs)
TRAIN/train_fullextracoatsmall384.py:37
↓ 4 callersFunctionprint
(*args, **kwargs)
TRAIN/train_coatsmall384extravast4funet.py:39
↓ 4 callersFunctionprint
(*args, **kwargs)
TRAIN/train_try11_tf_efficientnetv2_s_in21ft1k_v1_fulldata.py:37
↓ 4 callersFunctionprint
(*args, **kwargs)
TRAIN/train_coatmedium384extravast.py:37
↓ 4 callersFunctionprint
(*args, **kwargs)
rough_codes/1_coatmed384ourdataseed100.py:43
↓ 4 callersFunctionprint
(*args, **kwargs)
rough_codes/2_coatmed384fullseed696969.py:43
↓ 4 callersFunctionrle_decode
mask_rle: run-length as string formated (start length) shape: (height,width) of array to return Returns numpy array, 1 - mask, 0 - backg
TRAIN/train_v2s_try5_v10_fulldata.py:216
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