Module Import alias Import alias identifier ImportFrom alias ClassDef bases body Expr Str FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Dict Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr NameLoad If Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad For NameStore NameLoad body Assign NameStore SubscriptLoad NameLoad Index Num If Call NameLoad NameLoad NameLoad body Return NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr NameLoad If Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Assign NameStore ListLoad For TupleStore NameStore NameStore NameStore NameStore NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Return NameLoad Return ListLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr NameLoad If Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Assign NameStore ListLoad For TupleStore NameStore NameStore NameStore NameStore NameLoad body Expr Call AttributeLoad NameLoad attr ListLoad NameLoad NameLoad Return NameLoad Return ListLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str If CompareEq SubscriptLoad AttributeLoad NameLoad attr Slice Num Str body Assign NameStore Call NameLoad AttributeLoad NameLoad attr Str For NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign AttributeStore NameLoad attr BinOpMult Num AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr BinOpSub AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr BinOpSub AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad ListLoad Expr Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad orelse Assign NameStore Call NameLoad AttributeLoad NameLoad attr Str For NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign AttributeStore NameLoad attr BinOpMult Num AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr BinOpSub AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr BinOpSub AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad ListLoad Expr Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad attr ListLoad NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Index Num Return NameLoad decorator_list decorator_list ClassDef bases body ClassDef bases body FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign AttributeStore NameLoad attr ListLoad Assign AttributeStore NameLoad attr Dict Assign NameStore Call NameLoad NameLoad Str Assign NameStore Num Assign NameStore Num Assign NameStore NameLoad For NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr If NameLoad body For NameStore NameLoad body Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Str Index Num AugAssignAdd NameStore Num Print NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad NameLoad AugAssignAdd NameStore Num Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Return SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Return NameLoad decorator_list decorator_list ClassDef bases body FunctionDef arguments args NameParam NameParam NameParam NameParam defaults Str body Assign AttributeStore NameLoad attr Dict Assign AttributeStore NameLoad attr NameLoad Assign NameStore Num For NameStore Call AttributeLoad NameLoad attr body Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad Dict Assign NameStore BinOpAdd BinOpAdd BinOpAdd NameLoad Str NameLoad NameLoad Print Str NameLoad Assign NameStore Call NameLoad NameLoad Str For NameStore NameLoad body Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Assign NameStore SubscriptLoad Call AttributeLoad NameLoad attr Str Index Num If Call AttributeLoad NameLoad attr NameLoad body Assign SubscriptStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Index NameLoad UnaryOpUSub Call NameLoad NameLoad AugAssignAdd NameStore Num Print Str NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore ListLoad Assign NameStore ListLoad For NameStore Call NameLoad Call NameLoad NameLoad body For NameStore Call NameLoad BinOpAdd NameLoad Num Call NameLoad NameLoad body Assign NameStore SubscriptLoad NameLoad Index NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad If CompareEq AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr body Expr Call AttributeLoad NameLoad attr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Index NameLoad orelse Expr Call AttributeLoad NameLoad attr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad Index NameLoad Return TupleLoad NameLoad NameLoad decorator_list decorator_list If CompareEq NameLoad Str body Assign NameStore Call NameLoad Str Assign NameStore Call NameLoad Str NameLoad Assign NameStore Call NameLoad Str NameLoad Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr ImportFrom alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad
N/A N/A os N/A pyvision pv pyvision.analysis.FaceAnalysis.FaceDetectionTest is_success EyesFile N/A N/A N/A 
    Reads and manages the data in an eye coordinate file.
     __init__ N/A N/A self filename N/A N/A N/A 
        Inits and reads in the data.
         N/A N/A self filename filename N/A N/A self images N/A N/A N/A N/A self _readEyesFile N/A files N/A N/A self N/A N/A N/A 
        Returns the list of file names.
         N/A names N/A N/A N/A self images keys N/A N/A N/A names sort N/A names N/A findFace N/A N/A self filename rect N/A N/A N/A fname N/A N/A self _parseName filename N/A N/A N/A N/A self images has_key fname N/A N/A faces N/A N/A self images N/A fname N/A each faces N/A N/A truth_rect N/A each N/A 3 N/A N/A is_success truth_rect rect N/A N/A each N/A None N/A getFaces N/A N/A self filename N/A N/A N/A fname N/A N/A self _parseName filename N/A N/A N/A N/A self images has_key fname N/A N/A faces N/A N/A self images N/A fname N/A boxes N/A N/A N/A _ _ _ box faces N/A N/A N/A N/A boxes append box N/A boxes N/A N/A N/A getEyes N/A N/A self filename N/A N/A N/A fname N/A N/A self _parseName filename N/A N/A N/A N/A self images has_key fname N/A N/A faces N/A N/A self images N/A fname N/A eyes N/A N/A N/A _ left right _ faces N/A N/A N/A N/A eyes append N/A left right N/A eyes N/A N/A N/A _readEyesFile N/A N/A self N/A N/A N/A 
        Private: Do not call directly. Reads the eye file.  
         N/A N/A N/A N/A self filename N/A -4 .csv N/A N/A f N/A open N/A self filename r N/A line f N/A N/A line N/A N/A line split , N/A fname N/A N/A self _parseName N/A line N/A 0 N/A eye1 N/A N/A pv Point N/A float N/A line N/A 1 N/A float N/A line N/A 2 N/A eye2 N/A N/A pv Point N/A float N/A line N/A 3 N/A float N/A line N/A 4 N/A truth_rect N/A N/A pv BoundingRect eye1 eye2 N/A N/A truth_rect w N/A 2.0 N/A truth_rect w N/A N/A truth_rect h N/A truth_rect w N/A N/A truth_rect x N/A N/A truth_rect x N/A 0.25 N/A truth_rect w N/A N/A truth_rect y N/A N/A truth_rect y N/A 0.3 N/A truth_rect w N/A N/A N/A N/A N/A self images has_key fname N/A N/A N/A N/A self images N/A fname N/A N/A N/A N/A N/A N/A self images N/A fname append N/A fname eye1 eye2 truth_rect N/A N/A f N/A open N/A self filename r N/A line f N/A N/A line N/A N/A line split N/A fname N/A N/A self _parseName N/A line N/A 0 N/A eye1 N/A N/A pv Point N/A float N/A line N/A 1 N/A float N/A line N/A 2 N/A eye2 N/A N/A pv Point N/A float N/A line N/A 3 N/A float N/A line N/A 4 N/A truth_rect N/A N/A pv BoundingRect eye1 eye2 N/A N/A truth_rect w N/A 2.0 N/A truth_rect w N/A N/A truth_rect h N/A truth_rect w N/A N/A truth_rect x N/A N/A truth_rect x N/A 0.25 N/A truth_rect w N/A N/A truth_rect y N/A N/A truth_rect y N/A 0.3 N/A truth_rect w N/A N/A N/A N/A N/A self images has_key fname N/A N/A N/A N/A self images N/A fname N/A N/A N/A N/A N/A N/A self images N/A fname append N/A fname eye1 eye2 truth_rect N/A _parseName N/A N/A self fname N/A N/A N/A 
        Private: Do not call directly.  Parses the base filename.
         N/A fname N/A N/A N/A os path basename fname N/A fname N/A N/A N/A N/A os path splitext fname N/A 0 N/A fname N/A N/A CSU_SRT N/A N/A ImageRecord N/A N/A __init__ N/A N/A self filename subject_id image_id N/A N/A N/A N/A self filename filename N/A N/A self subject_id subject_id N/A N/A self image_id image_id N/A N/A __init__ N/A N/A self filename N/A N/A N/A Process a Subject Replicate Table file N/A N/A self images N/A N/A N/A self filenames N/A N/A f N/A open filename r N/A subject_id 0 N/A image_id 0 N/A filename None N/A line f N/A N/A images N/A N/A line split N/A images N/A N/A image images N/A N/A name N/A N/A N/A image split . N/A 0 N/A image_id 1 N/A name image_id subject_id N/A ir N/A N/A CSU_SRT ImageRecord name subject_id image_id N/A N/A N/A N/A self images append ir N/A N/A N/A self filenames N/A name ir N/A subject_id 1 N/A N/A self total_subjects subject_id N/A N/A self total_images image_id N/A getNames N/A N/A self N/A N/A N/A tmp N/A N/A N/A self filenames keys N/A N/A N/A tmp sort N/A tmp N/A getRecord N/A N/A self name N/A N/A N/A N/A N/A N/A self filenames has_key name N/A N/A N/A N/A self filenames N/A name N/A None N/A N/A CSU_Dist N/A N/A __init__ N/A N/A self directory srt extention N/A .sfi N/A N/A N/A self matrix N/A N/A N/A self srt srt N/A count 0 N/A iname N/A N/A srt getNames N/A N/A N/A N/A self matrix N/A iname N/A N/A filename N/A N/A N/A directory / iname extention N/A Reading: iname N/A f N/A open filename r N/A line f N/A N/A N/A jname dist N/A N/A line split N/A jname N/A N/A N/A jname split . N/A 0 N/A N/A N/A srt getRecord jname N/A N/A N/A N/A N/A self matrix N/A iname N/A jname N/A N/A float dist N/A count 1 N/A Read: count N/A getPosNeg N/A N/A self N/A N/A N/A names N/A N/A N/A self srt getNames N/A pos N/A N/A neg N/A N/A i N/A range N/A len names N/A N/A j N/A range N/A i 1 N/A len names N/A N/A iname N/A names N/A i N/A jname N/A names N/A j N/A N/A N/A N/A N/A N/A self srt getRecord iname subject_id N/A N/A N/A N/A self srt getRecord jname subject_id N/A N/A N/A N/A pos append N/A N/A N/A self matrix N/A iname N/A jname N/A N/A N/A N/A neg append N/A N/A N/A self matrix N/A iname N/A jname N/A N/A pos neg N/A N/A N/A N/A __name__ __main__ N/A N/A srt N/A CSU_SRT /Users/bolme/vision/csuFaceIdBenchmark/imagelists/list640.srt N/A ebgm_dist N/A CSU_Dist /Users/bolme/vision/csuFaceIdBenchmark/distances/feret/EBGM srt N/A pca_dist N/A CSU_Dist /Users/bolme/vision/csuFaceIdBenchmark/distances/feret/PCA_Euclidean srt N/A N/A ebgm_pos ebgm_neg N/A N/A ebgm_dist getPosNeg N/A N/A pca_pos pca_neg N/A N/A pca_dist getPosNeg pyvis.analysis.roc * N/A ebgm_roc N/A N/A pv ROC ebgm_pos ebgm_neg N/A pca_roc N/A N/A pv ROC pca_pos pca_neg