Module Import alias identifier ImportFrom alias ImportFrom alias alias alias Import alias ImportFrom alias FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num Assign NameStore Lambda arguments args NameParam defaults BinOpMult NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call NameLoad NameLoad keyword NameLoad Assign NameStore Num Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Expr Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num Assign NameStore Lambda arguments args NameParam defaults BinOpMult NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call NameLoad NameLoad keyword NameLoad Assign NameStore Num Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num keyword NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Expr Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num keyword AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num keyword Num Assign NameStore Lambda arguments args NameParam defaults SubscriptLoad NameLoad Index Num Assign NameStore Call NameLoad NameLoad keyword NameLoad Assign NameStore Num Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num keyword NameLoad keyword Num Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Assign NameStore SubscriptLoad NameLoad Index Num Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub SubscriptLoad NameLoad Index Num Num NameLoad Assert CompareLtE Call NameLoad BinOpSub Call NameLoad NameLoad Num NameLoad Expr Call NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num keyword AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign TupleStore NameStore NameStore Call NameLoad Num Num Num Assign SubscriptStore NameLoad Index TupleLoad NameLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num keyword Num Assert CompareEq Call NameLoad NameLoad Num decorator_list
N/A N/A numpy np skimage.draw circle skimage.feature blob_dog blob_log blob_doh N/A math numpy.testing assert_raises test_blob_dog N/A N/A N/A N/A N/A r2 N/A N/A math sqrt 2 N/A img N/A N/A np ones N/A 512 512 N/A img3 N/A N/A np ones N/A 5 5 5 N/A N/A xs ys N/A circle 400 130 5 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 100 300 25 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 200 350 45 N/A N/A img N/A N/A xs ys 255 N/A blobs N/A blob_dog img min_sigma 5 max_sigma 50 N/A radius N/A N/A N/A x N/A N/A r2 N/A x N/A 2 N/A s N/A sorted blobs key radius N/A thresh 5 N/A b N/A s N/A 0 N/A N/A N/A abs N/A N/A b N/A 0 400 thresh N/A N/A N/A abs N/A N/A b N/A 1 130 thresh N/A N/A N/A abs N/A N/A radius b 5 thresh N/A b N/A s N/A 1 N/A N/A N/A abs N/A N/A b N/A 0 100 thresh N/A N/A N/A abs N/A N/A b N/A 1 300 thresh N/A N/A N/A abs N/A N/A radius b 25 thresh N/A b N/A s N/A 2 N/A N/A N/A abs N/A N/A b N/A 0 200 thresh N/A N/A N/A abs N/A N/A b N/A 1 350 thresh N/A N/A N/A abs N/A N/A radius b 45 thresh N/A N/A assert_raises ValueError blob_dog img3 N/A test_blob_log N/A N/A N/A N/A N/A r2 N/A N/A math sqrt 2 N/A img N/A N/A np ones N/A 256 256 N/A img3 N/A N/A np ones N/A 5 5 5 N/A N/A xs ys N/A circle 200 65 5 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 80 25 15 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 50 150 25 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 100 175 30 N/A N/A img N/A N/A xs ys 255 N/A blobs N/A blob_log img min_sigma 5 max_sigma 20 threshold 1 N/A radius N/A N/A N/A x N/A N/A r2 N/A x N/A 2 N/A s N/A sorted blobs key radius N/A thresh 3 N/A b N/A s N/A 0 N/A N/A N/A abs N/A N/A b N/A 0 200 thresh N/A N/A N/A abs N/A N/A b N/A 1 65 thresh N/A N/A N/A abs N/A N/A radius b 5 thresh N/A b N/A s N/A 1 N/A N/A N/A abs N/A N/A b N/A 0 80 thresh N/A N/A N/A abs N/A N/A b N/A 1 25 thresh N/A N/A N/A abs N/A N/A radius b 15 thresh N/A b N/A s N/A 2 N/A N/A N/A abs N/A N/A b N/A 0 50 thresh N/A N/A N/A abs N/A N/A b N/A 1 150 thresh N/A N/A N/A abs N/A N/A radius b 25 thresh N/A b N/A s N/A 3 N/A N/A N/A abs N/A N/A b N/A 0 100 thresh N/A N/A N/A abs N/A N/A b N/A 1 175 thresh N/A N/A N/A abs N/A N/A radius b 30 thresh N/A blobs N/A blob_log img min_sigma 5 max_sigma 20 threshold 1 log_scale True N/A b N/A s N/A 0 N/A N/A N/A abs N/A N/A b N/A 0 200 thresh N/A N/A N/A abs N/A N/A b N/A 1 65 thresh N/A N/A N/A abs N/A N/A radius b 5 thresh N/A b N/A s N/A 1 N/A N/A N/A abs N/A N/A b N/A 0 80 thresh N/A N/A N/A abs N/A N/A b N/A 1 25 thresh N/A N/A N/A abs N/A N/A radius b 15 thresh N/A b N/A s N/A 2 N/A N/A N/A abs N/A N/A b N/A 0 50 thresh N/A N/A N/A abs N/A N/A b N/A 1 150 thresh N/A N/A N/A abs N/A N/A radius b 25 thresh N/A b N/A s N/A 3 N/A N/A N/A abs N/A N/A b N/A 0 100 thresh N/A N/A N/A abs N/A N/A b N/A 1 175 thresh N/A N/A N/A abs N/A N/A radius b 30 thresh N/A N/A assert_raises ValueError blob_log img3 N/A test_blob_doh N/A N/A N/A N/A N/A img N/A N/A np ones N/A 512 512 dtype N/A np uint8 N/A img3 N/A N/A np ones N/A 5 5 5 N/A N/A xs ys N/A circle 400 130 20 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 460 50 30 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 100 300 40 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 200 350 50 N/A N/A img N/A N/A xs ys 255 N/A blobs N/A blob_doh img min_sigma 1 max_sigma 60 num_sigma 10 threshold 0.05 N/A radius N/A N/A N/A x N/A N/A x N/A 2 N/A s N/A sorted blobs key radius N/A thresh 4 N/A b N/A s N/A 0 N/A N/A N/A abs N/A N/A b N/A 0 400 thresh N/A N/A N/A abs N/A N/A b N/A 1 130 thresh N/A N/A N/A abs N/A N/A radius b 20 thresh N/A b N/A s N/A 1 N/A N/A N/A abs N/A N/A b N/A 0 460 thresh N/A N/A N/A abs N/A N/A b N/A 1 50 thresh N/A N/A N/A abs N/A N/A radius b 30 thresh N/A b N/A s N/A 2 N/A N/A N/A abs N/A N/A b N/A 0 100 thresh N/A N/A N/A abs N/A N/A b N/A 1 300 thresh N/A N/A N/A abs N/A N/A radius b 40 thresh N/A b N/A s N/A 3 N/A N/A N/A abs N/A N/A b N/A 0 200 thresh N/A N/A N/A abs N/A N/A b N/A 1 350 thresh N/A N/A N/A abs N/A N/A radius b 50 thresh N/A blobs N/A blob_doh img min_sigma 1 max_sigma 60 num_sigma 10 log_scale True threshold 0.05 N/A b N/A s N/A 0 N/A N/A N/A abs N/A N/A b N/A 0 400 thresh N/A N/A N/A abs N/A N/A b N/A 1 130 thresh N/A N/A N/A abs N/A N/A radius b 20 thresh N/A b N/A s N/A 1 N/A N/A N/A abs N/A N/A b N/A 0 460 thresh N/A N/A N/A abs N/A N/A b N/A 1 50 thresh N/A N/A N/A abs N/A N/A radius b 30 thresh N/A b N/A s N/A 2 N/A N/A N/A abs N/A N/A b N/A 0 100 thresh N/A N/A N/A abs N/A N/A b N/A 1 300 thresh N/A N/A N/A abs N/A N/A radius b 40 thresh N/A b N/A s N/A 3 N/A N/A N/A abs N/A N/A b N/A 0 200 thresh N/A N/A N/A abs N/A N/A b N/A 1 350 thresh N/A N/A N/A abs N/A N/A radius b 50 thresh N/A N/A assert_raises ValueError blob_doh img3 N/A test_blob_overlap N/A N/A N/A N/A N/A img N/A N/A np ones N/A 512 512 dtype N/A np uint8 N/A N/A xs ys N/A circle 100 100 20 N/A N/A img N/A N/A xs ys 255 N/A N/A xs ys N/A circle 120 100 30 N/A N/A img N/A N/A xs ys 255 N/A blobs N/A blob_doh img min_sigma 1 max_sigma 60 num_sigma 10 threshold 0.05 N/A N/A N/A len blobs 1 N/A