Module ImportFrom alias Import alias Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias alias alias alias alias Import alias identifier FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Str keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Str keyword NameLoad Assign NameStore Call NameLoad Call NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword Str keyword Num keyword Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Str keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Str keyword NameLoad Assign NameStore Call NameLoad Call NameLoad BinOpSub SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad BinOpSub SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Str keyword NameLoad Assign NameStore Call NameLoad Call NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad NameLoad keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword Str keyword NameLoad Assign NameStore BinOpAdd BinOpMult Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Assign NameStore Call NameLoad Call NameLoad BinOpSub NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad BinOpSub NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Num Assign NameStore BinOpMult SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Num Num Assign NameStore Call NameLoad NameLoad keyword Str keyword Str keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index Num keyword SubscriptLoad NameLoad Index Num keyword Str keyword Num keyword Num keyword Str keyword NameLoad Assign NameStore BinOpMult BinOpMult SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad BinOpSub NameLoad Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad BinOpSub NameLoad Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore BinOpMult BinOpMult NameLoad NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr BinOpMult Num SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr BinOpMult Num SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore Call NameLoad NameLoad keyword Str keyword Str keyword SubscriptLoad NameLoad Index NameLoad keyword SubscriptLoad NameLoad Index Num keyword SubscriptLoad NameLoad Index Num keyword Str keyword Num keyword Num keyword Str keyword NameLoad keyword NameLoad Assign NameStore Num Assign NameStore BinOpSub Call AttributeLoad NameLoad attr BinOpAdd BinOpDiv SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore BinOpSub Call AttributeLoad NameLoad attr BinOpAdd BinOpDiv SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore BinOpMult BinOpMult NameLoad NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index NameLoad Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore BinOpMult BinOpMult SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list Call NameLoad Str FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad Num Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad Num Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword NameLoad keyword NameLoad keyword Num keyword Num keyword Str keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr BinOpMult SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr BinOpMult Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr BinOpMult Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Num Assign NameStore Call NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr BinOpMult Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num ListLoad NameLoad Num For NameStore Call NameLoad NameLoad body Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num keyword SubscriptLoad NameLoad Index TupleLoad NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr TupleLoad Num Num Expr Call NameLoad AttributeLoad NameLoad attr BinOpMult BinOpAdd BinOpMult SubscriptLoad NameLoad Index TupleLoad NameLoad Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num Num SubscriptLoad NameLoad Index TupleLoad NameLoad Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad ListLoad ListLoad Num Num ListLoad Num Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad ListLoad Num Num ListLoad Num Num ListLoad ListLoad Num Num ListLoad Num Num Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad ListLoad Num Num ListLoad Num Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad ListLoad Num Num ListLoad Num Num ListLoad ListLoad Num Num ListLoad Num Num Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad ListLoad ListLoad Num Num ListLoad Num Num Assign NameStore Call NameLoad NameLoad Assign NameStore BinOpDiv Num BinOpMult Num BinOpPow Num Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad ListLoad ListLoad NameLoad UnaryOpUSub NameLoad ListLoad NameLoad UnaryOpUSub NameLoad ListLoad ListLoad NameLoad NameLoad ListLoad UnaryOpUSub NameLoad UnaryOpUSub NameLoad Expr Call NameLoad AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Num keyword Num keyword Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num decorator_list FunctionDef arguments args defaults body ImportFrom alias Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num ListLoad Num Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num keyword Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num keyword Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num keyword Num Expr Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index TupleLoad Num Num Num Num Num keyword Num Assert Num decorator_list Call NameLoad Str FunctionDef arguments args defaults body Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num ListLoad Num Num Num ListLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Str keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num ListLoad Num Num Num ListLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Str keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num ListLoad Num Num Num ListLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Str keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad ListLoad ListLoad Num Num Num ListLoad Num Num Num ListLoad Num Num Num Assign NameStore Call NameLoad NameLoad keyword Num keyword Num keyword Str keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr Str attr Assign NameStore Call AttributeLoad NameLoad attr keyword Num Assign NameStore Call AttributeLoad NameLoad attr ListLoad Num Num Expr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad keyword Str Assign NameStore Call AttributeLoad NameLoad attr CompareGt SubscriptLoad AttributeLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr attr ExtSlice Slice Index Num BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num Num Assign NameStore Call AttributeLoad NameLoad attr CompareGt SubscriptLoad AttributeLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr attr ExtSlice Slice Index Num BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num Num Expr Call NameLoad BinOpAdd Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Num Assign NameStore Call NameLoad NameLoad keyword Str Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr CompareGt SubscriptLoad AttributeLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr attr ExtSlice Slice Index Num BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num Num Assign NameStore Call AttributeLoad NameLoad attr CompareGt SubscriptLoad AttributeLoad AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr attr ExtSlice Slice Index Num BinOpSub SubscriptLoad AttributeLoad NameLoad attr Index Num Num Expr Call NameLoad BinOpAdd Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Num decorator_list
N/A __future__ division N/A random N/A numpy np numpy.testing assert_allclose nose.plugins.attrib attr menpo.image Image MaskedImage menpo.feature hog lbp es igo daisy N/A menpo.io mio test_imagewindowiterator_hog_padding N/A N/A N/A N/A N/A n_cases 5 N/A image_width N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A image_height N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A window_step_horizontal N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A window_step_vertical N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn 1 N/A image_height N/A N/A i 0 N/A image_width N/A N/A i 0 N/A hog_im N/A hog image mode dense window_step_vertical N/A window_step_vertical N/A N/A i 0 window_step_horizontal N/A window_step_horizontal N/A N/A i 0 window_step_unit pixels padding True N/A n_windows_horizontal N/A len N/A range 0 N/A image_width N/A N/A i 0 N/A window_step_horizontal N/A N/A i 0 N/A n_windows_vertical N/A len N/A range 0 N/A image_height N/A N/A i 0 N/A window_step_vertical N/A N/A i 0 N/A N/A assert_allclose N/A hog_im shape N/A n_windows_vertical n_windows_horizontal N/A test_windowiterator_hog_no_padding N/A N/A N/A N/A N/A n_cases 5 N/A image_width N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A image_height N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A window_step_horizontal N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A window_step_vertical N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A window_width N/A N/A N/A np random randint 3 20 N/A n_cases 1 N/A window_height N/A N/A N/A np random randint 3 20 N/A n_cases 1 N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn 1 N/A image_height N/A N/A i 0 N/A image_width N/A N/A i 0 N/A hog_img N/A hog image mode dense cell_size 3 block_size 1 window_height N/A window_height N/A N/A i 0 window_width N/A window_width N/A N/A i 0 window_unit pixels window_step_vertical N/A window_step_vertical N/A N/A i 0 window_step_horizontal N/A window_step_horizontal N/A N/A i 0 window_step_unit pixels padding False N/A n_windows_horizontal N/A len N/A range N/A N/A window_width N/A N/A i 0 1 N/A image_width N/A N/A i 0 N/A window_step_horizontal N/A N/A i 0 N/A n_windows_vertical N/A len N/A range N/A N/A window_height N/A N/A i 0 1 N/A image_height N/A N/A i 0 N/A window_step_vertical N/A N/A i 0 N/A N/A assert_allclose N/A hog_img shape N/A n_windows_vertical n_windows_horizontal N/A test_windowiterator_lbp_padding N/A N/A N/A N/A N/A n_cases 5 N/A image_width N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A image_height N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A window_step_horizontal N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A window_step_vertical N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn 1 N/A image_height N/A N/A i 0 N/A image_width N/A N/A i 0 N/A lbp_img N/A lbp image window_step_vertical N/A window_step_vertical N/A N/A i 0 window_step_horizontal N/A window_step_horizontal N/A N/A i 0 window_step_unit pixels padding True N/A n_windows_horizontal N/A len N/A range 0 N/A image_width N/A N/A i 0 N/A window_step_horizontal N/A N/A i 0 N/A n_windows_vertical N/A len N/A range 0 N/A image_height N/A N/A i 0 N/A window_step_vertical N/A N/A i 0 N/A N/A assert_allclose N/A lbp_img shape N/A n_windows_vertical n_windows_horizontal N/A test_windowiterator_lbp_no_padding N/A N/A N/A N/A N/A n_cases 5 N/A image_width N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A image_height N/A N/A N/A np random randint 50 250 N/A n_cases 1 N/A window_step_horizontal N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A window_step_vertical N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A radius N/A N/A N/A np random randint 3 5 N/A n_cases 1 N/A i N/A range n_cases N/A N/A image N/A Image N/A N/A N/A np random randn 1 N/A image_height N/A N/A i 0 N/A image_width N/A N/A i 0 N/A lbp_img N/A lbp image radius N/A radius N/A N/A i 0 samples 8 window_step_vertical N/A window_step_vertical N/A N/A i 0 window_step_horizontal N/A window_step_horizontal N/A N/A i 0 window_step_unit pixels padding False N/A window_size N/A N/A 2 N/A radius N/A N/A i 0 1 N/A n_windows_horizontal N/A len N/A range N/A window_size 1 N/A image_width N/A N/A i 0 N/A window_step_horizontal N/A N/A i 0 N/A n_windows_vertical N/A len N/A range N/A window_size 1 N/A image_height N/A N/A i 0 N/A window_step_vertical N/A N/A i 0 N/A N/A assert_allclose N/A lbp_img shape N/A n_windows_vertical n_windows_horizontal N/A test_hog_channels_dalaltriggs N/A N/A N/A N/A N/A n_cases 3 N/A cell_size N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A block_size N/A N/A N/A np random randint 1 3 N/A n_cases 1 N/A num_bins N/A N/A N/A np random randint 7 9 N/A n_cases 1 N/A channels N/A N/A N/A np random randint 1 4 N/A n_cases 1 N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn N/A channels N/A N/A i 0 40 40 N/A block_size_pixels N/A N/A cell_size N/A N/A i 0 N/A block_size N/A N/A i 0 N/A window_width N/A N/A N/A np random randint block_size_pixels 40 1 N/A window_height N/A N/A N/A np random randint block_size_pixels 40 1 N/A hog_img N/A hog image mode dense algorithm dalaltriggs cell_size N/A cell_size N/A N/A i 0 block_size N/A block_size N/A N/A i 0 num_bins N/A num_bins N/A N/A i 0 window_height N/A window_height N/A 0 window_width N/A window_width N/A 0 window_unit pixels window_step_vertical 3 window_step_horizontal 3 window_step_unit pixels padding True N/A length_per_block N/A N/A N/A block_size N/A N/A i 0 N/A block_size N/A N/A i 0 N/A num_bins N/A N/A i 0 N/A n_blocks_horizontal N/A len N/A range N/A block_size_pixels 1 N/A window_width N/A 0 N/A cell_size N/A N/A i 0 N/A n_blocks_vertical N/A len N/A range N/A block_size_pixels 1 N/A window_height N/A 0 N/A cell_size N/A N/A i 0 N/A n_channels N/A N/A n_blocks_horizontal n_blocks_vertical length_per_block N/A N/A assert_allclose N/A hog_img n_channels n_channels N/A test_hog_channels_zhuramanan N/A N/A N/A N/A N/A n_cases 3 N/A cell_size N/A N/A N/A np random randint 2 10 N/A n_cases N/A channels N/A N/A N/A np random randint 1 4 N/A n_cases N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn N/A channels N/A i 40 40 N/A win_width N/A N/A N/A np random randint N/A 3 N/A cell_size N/A i 40 1 N/A win_height N/A N/A N/A np random randint N/A 3 N/A cell_size N/A i 40 1 N/A hog_img N/A hog image mode dense algorithm zhuramanan cell_size N/A cell_size N/A i window_height N/A win_height N/A 0 window_width N/A win_width N/A 0 window_unit pixels window_step_vertical 3 window_step_horizontal 3 window_step_unit pixels padding True verbose True N/A length_per_block 31 N/A n_blocks_horizontal N/A N/A N/A np floor N/A N/A N/A win_width N/A 0 N/A cell_size N/A i 0.5 2 N/A n_blocks_vertical N/A N/A N/A np floor N/A N/A N/A win_height N/A 0 N/A cell_size N/A i 0.5 2 N/A n_channels N/A N/A n_blocks_horizontal n_blocks_vertical length_per_block N/A N/A assert_allclose N/A hog_img n_channels n_channels N/A test_dsift_channels N/A N/A N/A N/A menpo.feature dsift N/A n_cases 3 N/A num_bins_horizontal N/A N/A N/A np random randint 1 3 N/A n_cases 1 N/A num_bins_vertical N/A N/A N/A np random randint 1 3 N/A n_cases 1 N/A num_or_bins N/A N/A N/A np random randint 7 9 N/A n_cases 1 N/A cell_size_horizontal N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A cell_size_vertical N/A N/A N/A np random randint 1 10 N/A n_cases 1 N/A channels N/A N/A N/A np random randint 1 4 N/A n_cases N/A i N/A range n_cases N/A N/A image N/A MaskedImage N/A N/A N/A np random randn N/A channels N/A i 40 40 N/A dsift_img N/A dsift image window_step_horizontal 1 window_step_vertical 1 num_bins_horizontal N/A num_bins_horizontal N/A N/A i 0 num_bins_vertical N/A num_bins_vertical N/A N/A i 0 num_or_bins N/A num_or_bins N/A N/A i 0 cell_size_horizontal N/A cell_size_horizontal N/A N/A i 0 cell_size_vertical N/A cell_size_vertical N/A N/A i 0 N/A n_channels N/A N/A N/A num_bins_horizontal N/A N/A i 0 N/A num_bins_vertical N/A N/A i 0 N/A num_or_bins N/A N/A i 0 N/A N/A assert_allclose N/A dsift_img n_channels n_channels N/A N/A attr cyvlfeat test_lbp_channels N/A N/A N/A N/A N/A n_cases 3 N/A n_combs N/A N/A N/A np random randint 1 6 N/A n_cases 1 N/A channels N/A N/A N/A np random randint 1 4 N/A n_cases 1 N/A i N/A range n_cases N/A N/A radius N/A N/A random sample N/A range 1 10 N/A n_combs N/A N/A i 0 N/A samples N/A N/A random sample N/A range 4 12 N/A n_combs N/A N/A i 0 N/A image N/A MaskedImage N/A N/A N/A np random randn N/A channels N/A N/A i 0 40 40 N/A lbp_img N/A lbp image radius radius samples samples window_step_vertical 3 window_step_horizontal 3 window_step_unit pixels padding True N/A N/A assert_allclose N/A lbp_img n_channels N/A N/A n_combs N/A N/A i 0 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