Update InspireFace to 1.1.4

cpp-package/inspireface/python/inspireface/modules/core/native.py

@@ -552,8 +552,8 @@ class LibraryLoader:
             # noinspection PyBroadException
             try:
                 return self.Lookup(path)
-            except Exception:  # pylint: disable=broad-except
-                pass
+            except Exception as err:  # pylint: disable=broad-except
+                print(err)
 
         raise ImportError("Could not load %s." % libname)
 
@@ -918,6 +918,21 @@ struct_HFaceRect._fields_ = [
 
 HFaceRect = struct_HFaceRect# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/intypedef.h: 32
 
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/intypedef.h: 37
+class struct_HPoint2f(Structure):
+    pass
+
+struct_HPoint2f.__slots__ = [
+    'x',
+    'y',
+]
+struct_HPoint2f._fields_ = [
+    ('x', HFloat),
+    ('y', HFloat),
+]
+
+HPoint2f = struct_HPoint2f# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/intypedef.h: 37
+
 enum_HFImageFormat = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 49
 
 HF_STREAM_RGB = 0# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 49
@@ -987,7 +1002,7 @@ if _libs[_LIBRARY_FILENAME].has("HFLaunchInspireFace", "cdecl"):
     HFLaunchInspireFace.argtypes = [HPath]
     HFLaunchInspireFace.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 132
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 131
 class struct_HFSessionCustomParameter(Structure):
     pass
 
@@ -996,9 +1011,8 @@ struct_HFSessionCustomParameter.__slots__ = [
     'enable_liveness',
     'enable_ir_liveness',
     'enable_mask_detect',
-    'enable_age',
-    'enable_gender',
     'enable_face_quality',
+    'enable_face_attribute',
     'enable_interaction_liveness',
 ]
 struct_HFSessionCustomParameter._fields_ = [
@@ -1006,15 +1020,14 @@ struct_HFSessionCustomParameter._fields_ = [
     ('enable_liveness', HInt32),
     ('enable_ir_liveness', HInt32),
     ('enable_mask_detect', HInt32),
-    ('enable_age', HInt32),
-    ('enable_gender', HInt32),
     ('enable_face_quality', HInt32),
+    ('enable_face_attribute', HInt32),
     ('enable_interaction_liveness', HInt32),
 ]
 
-HFSessionCustomParameter = struct_HFSessionCustomParameter# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 132
+HFSessionCustomParameter = struct_HFSessionCustomParameter# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 131
 
-PHFSessionCustomParameter = POINTER(struct_HFSessionCustomParameter)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 132
+PHFSessionCustomParameter = POINTER(struct_HFSessionCustomParameter)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 131
 
 enum_HFDetectMode = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 142
 
@@ -1137,7 +1150,19 @@ if _libs[_LIBRARY_FILENAME].has("HFGetFaceBasicTokenSize", "cdecl"):
     HFGetFaceBasicTokenSize.argtypes = [HPInt32]
     HFGetFaceBasicTokenSize.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 312
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 305
+if _libs[_LIBRARY_FILENAME].has("HFGetNumOfFaceDenseLandmark", "cdecl"):
+    HFGetNumOfFaceDenseLandmark = _libs[_LIBRARY_FILENAME].get("HFGetNumOfFaceDenseLandmark", "cdecl")
+    HFGetNumOfFaceDenseLandmark.argtypes = [HPInt32]
+    HFGetNumOfFaceDenseLandmark.restype = HResult
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 315
+if _libs[_LIBRARY_FILENAME].has("HFGetFaceDenseLandmarkFromFaceToken", "cdecl"):
+    HFGetFaceDenseLandmarkFromFaceToken = _libs[_LIBRARY_FILENAME].get("HFGetFaceDenseLandmarkFromFaceToken", "cdecl")
+    HFGetFaceDenseLandmarkFromFaceToken.argtypes = [HFFaceBasicToken, POINTER(HPoint2f), HInt32]
+    HFGetFaceDenseLandmarkFromFaceToken.restype = HResult
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 329
 class struct_HFFaceFeature(Structure):
     pass
 
@@ -1150,31 +1175,31 @@ struct_HFFaceFeature._fields_ = [
     ('data', HPFloat),
 ]
 
-HFFaceFeature = struct_HFFaceFeature# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 312
+HFFaceFeature = struct_HFFaceFeature# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 329
 
-PHFFaceFeature = POINTER(struct_HFFaceFeature)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 312
+PHFFaceFeature = POINTER(struct_HFFaceFeature)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 329
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 324
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 341
 if _libs[_LIBRARY_FILENAME].has("HFFaceFeatureExtract", "cdecl"):
     HFFaceFeatureExtract = _libs[_LIBRARY_FILENAME].get("HFFaceFeatureExtract", "cdecl")
     HFFaceFeatureExtract.argtypes = [HFSession, HFImageStream, HFFaceBasicToken, PHFFaceFeature]
     HFFaceFeatureExtract.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 336
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 353
 if _libs[_LIBRARY_FILENAME].has("HFFaceFeatureExtractCpy", "cdecl"):
     HFFaceFeatureExtractCpy = _libs[_LIBRARY_FILENAME].get("HFFaceFeatureExtractCpy", "cdecl")
     HFFaceFeatureExtractCpy.argtypes = [HFSession, HFImageStream, HFFaceBasicToken, HPFloat]
     HFFaceFeatureExtractCpy.restype = HResult
 
-enum_HFSearchMode = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 349
+enum_HFSearchMode = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 366
 
-HF_SEARCH_MODE_EAGER = 0# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 349
+HF_SEARCH_MODE_EAGER = 0# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 366
 
-HF_SEARCH_MODE_EXHAUSTIVE = (HF_SEARCH_MODE_EAGER + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 349
+HF_SEARCH_MODE_EXHAUSTIVE = (HF_SEARCH_MODE_EAGER + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 366
 
-HFSearchMode = enum_HFSearchMode# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 349
+HFSearchMode = enum_HFSearchMode# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 366
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 362
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 379
 class struct_HFFeatureHubConfiguration(Structure):
     pass
 
@@ -1193,21 +1218,21 @@ struct_HFFeatureHubConfiguration._fields_ = [
     ('searchMode', HFSearchMode),
 ]
 
-HFFeatureHubConfiguration = struct_HFFeatureHubConfiguration# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 362
+HFFeatureHubConfiguration = struct_HFFeatureHubConfiguration# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 379
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 374
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 391
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubDataEnable", "cdecl"):
     HFFeatureHubDataEnable = _libs[_LIBRARY_FILENAME].get("HFFeatureHubDataEnable", "cdecl")
     HFFeatureHubDataEnable.argtypes = [HFFeatureHubConfiguration]
     HFFeatureHubDataEnable.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 380
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 397
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubDataDisable", "cdecl"):
     HFFeatureHubDataDisable = _libs[_LIBRARY_FILENAME].get("HFFeatureHubDataDisable", "cdecl")
     HFFeatureHubDataDisable.argtypes = []
     HFFeatureHubDataDisable.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 392
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 409
 class struct_HFFaceFeatureIdentity(Structure):
     pass
 
@@ -1222,11 +1247,11 @@ struct_HFFaceFeatureIdentity._fields_ = [
     ('feature', PHFFaceFeature),
 ]
 
-HFFaceFeatureIdentity = struct_HFFaceFeatureIdentity# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 392
+HFFaceFeatureIdentity = struct_HFFaceFeatureIdentity# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 409
 
-PHFFaceFeatureIdentity = POINTER(struct_HFFaceFeatureIdentity)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 392
+PHFFaceFeatureIdentity = POINTER(struct_HFFaceFeatureIdentity)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 409
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 401
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 418
 class struct_HFSearchTopKResults(Structure):
     pass
 
@@ -1241,89 +1266,89 @@ struct_HFSearchTopKResults._fields_ = [
     ('customIds', HPInt32),
 ]
 
-HFSearchTopKResults = struct_HFSearchTopKResults# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 401
+HFSearchTopKResults = struct_HFSearchTopKResults# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 418
 
-PHFSearchTopKResults = POINTER(struct_HFSearchTopKResults)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 401
+PHFSearchTopKResults = POINTER(struct_HFSearchTopKResults)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 418
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 412
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 429
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubFaceSearchThresholdSetting", "cdecl"):
     HFFeatureHubFaceSearchThresholdSetting = _libs[_LIBRARY_FILENAME].get("HFFeatureHubFaceSearchThresholdSetting", "cdecl")
     HFFeatureHubFaceSearchThresholdSetting.argtypes = [c_float]
     HFFeatureHubFaceSearchThresholdSetting.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 423
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 440
 if _libs[_LIBRARY_FILENAME].has("HFFaceComparison", "cdecl"):
     HFFaceComparison = _libs[_LIBRARY_FILENAME].get("HFFaceComparison", "cdecl")
     HFFaceComparison.argtypes = [HFFaceFeature, HFFaceFeature, HPFloat]
     HFFaceComparison.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 431
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 448
 if _libs[_LIBRARY_FILENAME].has("HFGetFeatureLength", "cdecl"):
     HFGetFeatureLength = _libs[_LIBRARY_FILENAME].get("HFGetFeatureLength", "cdecl")
     HFGetFeatureLength.argtypes = [HPInt32]
     HFGetFeatureLength.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 440
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 457
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubInsertFeature", "cdecl"):
     HFFeatureHubInsertFeature = _libs[_LIBRARY_FILENAME].get("HFFeatureHubInsertFeature", "cdecl")
     HFFeatureHubInsertFeature.argtypes = [HFFaceFeatureIdentity]
     HFFeatureHubInsertFeature.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 450
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 467
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubFaceSearch", "cdecl"):
     HFFeatureHubFaceSearch = _libs[_LIBRARY_FILENAME].get("HFFeatureHubFaceSearch", "cdecl")
     HFFeatureHubFaceSearch.argtypes = [HFFaceFeature, HPFloat, PHFFaceFeatureIdentity]
     HFFeatureHubFaceSearch.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 460
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 477
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubFaceSearchTopK", "cdecl"):
     HFFeatureHubFaceSearchTopK = _libs[_LIBRARY_FILENAME].get("HFFeatureHubFaceSearchTopK", "cdecl")
     HFFeatureHubFaceSearchTopK.argtypes = [HFFaceFeature, HInt32, PHFSearchTopKResults]
     HFFeatureHubFaceSearchTopK.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 468
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 485
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubFaceRemove", "cdecl"):
     HFFeatureHubFaceRemove = _libs[_LIBRARY_FILENAME].get("HFFeatureHubFaceRemove", "cdecl")
     HFFeatureHubFaceRemove.argtypes = [HInt32]
     HFFeatureHubFaceRemove.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 476
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 493
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubFaceUpdate", "cdecl"):
     HFFeatureHubFaceUpdate = _libs[_LIBRARY_FILENAME].get("HFFeatureHubFaceUpdate", "cdecl")
     HFFeatureHubFaceUpdate.argtypes = [HFFaceFeatureIdentity]
     HFFeatureHubFaceUpdate.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 485
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 502
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubGetFaceIdentity", "cdecl"):
     HFFeatureHubGetFaceIdentity = _libs[_LIBRARY_FILENAME].get("HFFeatureHubGetFaceIdentity", "cdecl")
     HFFeatureHubGetFaceIdentity.argtypes = [HInt32, PHFFaceFeatureIdentity]
     HFFeatureHubGetFaceIdentity.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 493
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 510
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubGetFaceCount", "cdecl"):
     HFFeatureHubGetFaceCount = _libs[_LIBRARY_FILENAME].get("HFFeatureHubGetFaceCount", "cdecl")
     HFFeatureHubGetFaceCount.argtypes = [POINTER(HInt32)]
     HFFeatureHubGetFaceCount.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 500
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 517
 if _libs[_LIBRARY_FILENAME].has("HFFeatureHubViewDBTable", "cdecl"):
     HFFeatureHubViewDBTable = _libs[_LIBRARY_FILENAME].get("HFFeatureHubViewDBTable", "cdecl")
     HFFeatureHubViewDBTable.argtypes = []
     HFFeatureHubViewDBTable.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 519
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 536
 if _libs[_LIBRARY_FILENAME].has("HFMultipleFacePipelineProcess", "cdecl"):
     HFMultipleFacePipelineProcess = _libs[_LIBRARY_FILENAME].get("HFMultipleFacePipelineProcess", "cdecl")
     HFMultipleFacePipelineProcess.argtypes = [HFSession, HFImageStream, PHFMultipleFaceData, HFSessionCustomParameter]
     HFMultipleFacePipelineProcess.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 535
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 552
 if _libs[_LIBRARY_FILENAME].has("HFMultipleFacePipelineProcessOptional", "cdecl"):
     HFMultipleFacePipelineProcessOptional = _libs[_LIBRARY_FILENAME].get("HFMultipleFacePipelineProcessOptional", "cdecl")
     HFMultipleFacePipelineProcessOptional.argtypes = [HFSession, HFImageStream, PHFMultipleFaceData, HInt32]
     HFMultipleFacePipelineProcessOptional.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 547
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 564
 class struct_HFRGBLivenessConfidence(Structure):
     pass
 
@@ -1336,17 +1361,17 @@ struct_HFRGBLivenessConfidence._fields_ = [
     ('confidence', HPFloat),
 ]
 
-HFRGBLivenessConfidence = struct_HFRGBLivenessConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 547
+HFRGBLivenessConfidence = struct_HFRGBLivenessConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 564
 
-PHFRGBLivenessConfidence = POINTER(struct_HFRGBLivenessConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 547
+PHFRGBLivenessConfidence = POINTER(struct_HFRGBLivenessConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 564
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 560
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 577
 if _libs[_LIBRARY_FILENAME].has("HFGetRGBLivenessConfidence", "cdecl"):
     HFGetRGBLivenessConfidence = _libs[_LIBRARY_FILENAME].get("HFGetRGBLivenessConfidence", "cdecl")
     HFGetRGBLivenessConfidence.argtypes = [HFSession, PHFRGBLivenessConfidence]
     HFGetRGBLivenessConfidence.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 571
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 588
 class struct_HFFaceMaskConfidence(Structure):
     pass
 
@@ -1359,17 +1384,17 @@ struct_HFFaceMaskConfidence._fields_ = [
     ('confidence', HPFloat),
 ]
 
-HFFaceMaskConfidence = struct_HFFaceMaskConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 571
+HFFaceMaskConfidence = struct_HFFaceMaskConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 588
 
-PHFFaceMaskConfidence = POINTER(struct_HFFaceMaskConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 571
+PHFFaceMaskConfidence = POINTER(struct_HFFaceMaskConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 588
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 583
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 600
 if _libs[_LIBRARY_FILENAME].has("HFGetFaceMaskConfidence", "cdecl"):
     HFGetFaceMaskConfidence = _libs[_LIBRARY_FILENAME].get("HFGetFaceMaskConfidence", "cdecl")
     HFGetFaceMaskConfidence.argtypes = [HFSession, PHFFaceMaskConfidence]
     HFGetFaceMaskConfidence.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 594
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 611
 class struct_HFFaceQualityConfidence(Structure):
     pass
 
@@ -1382,23 +1407,75 @@ struct_HFFaceQualityConfidence._fields_ = [
     ('confidence', HPFloat),
 ]
 
-HFFaceQualityConfidence = struct_HFFaceQualityConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 594
+HFFaceQualityConfidence = struct_HFFaceQualityConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 611
 
-PHFFaceQualityConfidence = POINTER(struct_HFFaceQualityConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 594
+PHFFaceQualityConfidence = POINTER(struct_HFFaceQualityConfidence)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 611
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 606
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 623
 if _libs[_LIBRARY_FILENAME].has("HFGetFaceQualityConfidence", "cdecl"):
     HFGetFaceQualityConfidence = _libs[_LIBRARY_FILENAME].get("HFGetFaceQualityConfidence", "cdecl")
     HFGetFaceQualityConfidence.argtypes = [HFSession, PHFFaceQualityConfidence]
     HFGetFaceQualityConfidence.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 618
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 635
 if _libs[_LIBRARY_FILENAME].has("HFFaceQualityDetect", "cdecl"):
     HFFaceQualityDetect = _libs[_LIBRARY_FILENAME].get("HFFaceQualityDetect", "cdecl")
     HFFaceQualityDetect.argtypes = [HFSession, HFFaceBasicToken, POINTER(HFloat)]
     HFFaceQualityDetect.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 631
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 645
+class struct_HFFaceIntereactionResult(Structure):
+    pass
+
+struct_HFFaceIntereactionResult.__slots__ = [
+    'num',
+    'leftEyeStatusConfidence',
+    'rightEyeStatusConfidence',
+]
+struct_HFFaceIntereactionResult._fields_ = [
+    ('num', HInt32),
+    ('leftEyeStatusConfidence', HPFloat),
+    ('rightEyeStatusConfidence', HPFloat),
+]
+
+HFFaceIntereactionResult = struct_HFFaceIntereactionResult# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 645
+
+PHFFaceIntereactionResult = POINTER(struct_HFFaceIntereactionResult)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 645
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 647
+if _libs[_LIBRARY_FILENAME].has("HFGetFaceIntereactionResult", "cdecl"):
+    HFGetFaceIntereactionResult = _libs[_LIBRARY_FILENAME].get("HFGetFaceIntereactionResult", "cdecl")
+    HFGetFaceIntereactionResult.argtypes = [HFSession, PHFFaceIntereactionResult]
+    HFGetFaceIntereactionResult.restype = HResult
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 675
+class struct_HFFaceAttributeResult(Structure):
+    pass
+
+struct_HFFaceAttributeResult.__slots__ = [
+    'num',
+    'race',
+    'gender',
+    'ageBracket',
+]
+struct_HFFaceAttributeResult._fields_ = [
+    ('num', HInt32),
+    ('race', HPInt32),
+    ('gender', HPInt32),
+    ('ageBracket', HPInt32),
+]
+
+HFFaceAttributeResult = struct_HFFaceAttributeResult# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 675
+
+PHFFaceAttributeResult = POINTER(struct_HFFaceAttributeResult)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 675
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 687
+if _libs[_LIBRARY_FILENAME].has("HFGetFaceAttributeResult", "cdecl"):
+    HFGetFaceAttributeResult = _libs[_LIBRARY_FILENAME].get("HFGetFaceAttributeResult", "cdecl")
+    HFGetFaceAttributeResult.argtypes = [HFSession, PHFFaceAttributeResult]
+    HFGetFaceAttributeResult.restype = HResult
+
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 701
 class struct_HFInspireFaceVersion(Structure):
     pass
 
@@ -1413,50 +1490,56 @@ struct_HFInspireFaceVersion._fields_ = [
     ('patch', c_int),
 ]
 
-HFInspireFaceVersion = struct_HFInspireFaceVersion# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 631
+HFInspireFaceVersion = struct_HFInspireFaceVersion# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 701
 
-PHFInspireFaceVersion = POINTER(struct_HFInspireFaceVersion)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 631
+PHFInspireFaceVersion = POINTER(struct_HFInspireFaceVersion)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 701
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 641
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 711
 if _libs[_LIBRARY_FILENAME].has("HFQueryInspireFaceVersion", "cdecl"):
     HFQueryInspireFaceVersion = _libs[_LIBRARY_FILENAME].get("HFQueryInspireFaceVersion", "cdecl")
     HFQueryInspireFaceVersion.argtypes = [PHFInspireFaceVersion]
     HFQueryInspireFaceVersion.restype = HResult
 
-enum_HFLogLevel = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+enum_HFLogLevel = c_int# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_NONE = 0# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_NONE = 0# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_DEBUG = (HF_LOG_NONE + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_DEBUG = (HF_LOG_NONE + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_INFO = (HF_LOG_DEBUG + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_INFO = (HF_LOG_DEBUG + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_WARN = (HF_LOG_INFO + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_WARN = (HF_LOG_INFO + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_ERROR = (HF_LOG_WARN + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_ERROR = (HF_LOG_WARN + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HF_LOG_FATAL = (HF_LOG_ERROR + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HF_LOG_FATAL = (HF_LOG_ERROR + 1)# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-HFLogLevel = enum_HFLogLevel# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 653
+HFLogLevel = enum_HFLogLevel# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 723
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 658
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 728
 if _libs[_LIBRARY_FILENAME].has("HFSetLogLevel", "cdecl"):
     HFSetLogLevel = _libs[_LIBRARY_FILENAME].get("HFSetLogLevel", "cdecl")
     HFSetLogLevel.argtypes = [HFLogLevel]
     HFSetLogLevel.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 663
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 733
 if _libs[_LIBRARY_FILENAME].has("HFLogDisable", "cdecl"):
     HFLogDisable = _libs[_LIBRARY_FILENAME].get("HFLogDisable", "cdecl")
     HFLogDisable.argtypes = []
     HFLogDisable.restype = HResult
 
-# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 676
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 746
 if _libs[_LIBRARY_FILENAME].has("HFDeBugImageStreamImShow", "cdecl"):
     HFDeBugImageStreamImShow = _libs[_LIBRARY_FILENAME].get("HFDeBugImageStreamImShow", "cdecl")
     HFDeBugImageStreamImShow.argtypes = [HFImageStream]
     HFDeBugImageStreamImShow.restype = None
 
+# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 757
+if _libs[_LIBRARY_FILENAME].has("HFDeBugImageStreamDecodeSave", "cdecl"):
+    HFDeBugImageStreamDecodeSave = _libs[_LIBRARY_FILENAME].get("HFDeBugImageStreamDecodeSave", "cdecl")
+    HFDeBugImageStreamDecodeSave.argtypes = [HFImageStream, HPath]
+    HFDeBugImageStreamDecodeSave.restype = HResult
+
 # /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 27
 try:
     HF_ENABLE_NONE = 0
@@ -1489,13 +1572,13 @@ except:
 
 # /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 32
 try:
-    HF_ENABLE_AGE_PREDICT = 32
+    HF_ENABLE_FACE_ATTRIBUTE = 32
 except:
     pass
 
 # /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 33
 try:
-    HF_ENABLE_GENDER_PREDICT = 64
+    HF_ENABLE_PLACEHOLDER_ = 64
 except:
     pass
 
@@ -1513,7 +1596,7 @@ except:
 
 HFImageData = struct_HFImageData# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 74
 
-HFSessionCustomParameter = struct_HFSessionCustomParameter# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 132
+HFSessionCustomParameter = struct_HFSessionCustomParameter# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 131
 
 HFFaceBasicToken = struct_HFFaceBasicToken# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 204
 
@@ -1521,21 +1604,25 @@ HFFaceEulerAngle = struct_HFFaceEulerAngle# /Users/tunm/work/InspireFace/cpp/ins
 
 HFMultipleFaceData = struct_HFMultipleFaceData# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 229
 
-HFFaceFeature = struct_HFFaceFeature# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 312
+HFFaceFeature = struct_HFFaceFeature# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 329
 
-HFFeatureHubConfiguration = struct_HFFeatureHubConfiguration# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 362
+HFFeatureHubConfiguration = struct_HFFeatureHubConfiguration# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 379
 
-HFFaceFeatureIdentity = struct_HFFaceFeatureIdentity# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 392
+HFFaceFeatureIdentity = struct_HFFaceFeatureIdentity# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 409
 
-HFSearchTopKResults = struct_HFSearchTopKResults# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 401
+HFSearchTopKResults = struct_HFSearchTopKResults# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 418
 
-HFRGBLivenessConfidence = struct_HFRGBLivenessConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 547
+HFRGBLivenessConfidence = struct_HFRGBLivenessConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 564
 
-HFFaceMaskConfidence = struct_HFFaceMaskConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 571
+HFFaceMaskConfidence = struct_HFFaceMaskConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 588
 
-HFFaceQualityConfidence = struct_HFFaceQualityConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 594
+HFFaceQualityConfidence = struct_HFFaceQualityConfidence# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 611
 
-HFInspireFaceVersion = struct_HFInspireFaceVersion# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 631
+HFFaceIntereactionResult = struct_HFFaceIntereactionResult# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 645
+
+HFFaceAttributeResult = struct_HFFaceAttributeResult# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 675
+
+HFInspireFaceVersion = struct_HFInspireFaceVersion# /Users/tunm/work/InspireFace/cpp/inspireface/c_api/inspireface.h: 701
 
 # No inserted files
 

cpp-package/inspireface/python/inspireface/modules/inspire_face.py

@@ -1,3 +1,5 @@
+import ctypes
+
 import cv2
 import numpy as np
 from .core import *
@@ -146,6 +148,11 @@ class FaceExtended:
     rgb_liveness_confidence: float
     mask_confidence: float
     quality_confidence: float
+    left_eye_status_confidence: float
+    right_eye_status_confidence: float
+    race: int
+    gender: int
+    age_bracket: int
 
 
 class FaceInformation:
@@ -208,8 +215,7 @@ class SessionCustomParameter:
     enable_liveness: bool = False
     enable_ir_liveness: bool = False
     enable_mask_detect: bool = False
-    enable_age: bool = False
-    enable_gender: bool = False
+    enable_face_attribute: bool = False
     enable_face_quality: bool = False
     enable_interaction_liveness: bool = False
 
@@ -225,8 +231,7 @@ class SessionCustomParameter:
             enable_liveness=int(self.enable_liveness),
             enable_ir_liveness=int(self.enable_ir_liveness),
             enable_mask_detect=int(self.enable_mask_detect),
-            enable_age=int(self.enable_age),
-            enable_gender=int(self.enable_gender),
+            enable_face_attribute=int(self.enable_face_attribute),
             enable_face_quality=int(self.enable_face_quality),
             enable_interaction_liveness=int(self.enable_interaction_liveness)
         )
@@ -317,6 +322,21 @@ class InspireFaceSession(object):
         else:
             return []
 
+    def get_face_dense_landmark(self, single_face: FaceInformation):
+        num_landmarks = HInt32()
+        HFGetNumOfFaceDenseLandmark(byref(num_landmarks))
+        landmarks_array = (HPoint2f * num_landmarks.value)()
+        ret = HFGetFaceDenseLandmarkFromFaceToken(single_face._token, landmarks_array, num_landmarks)
+        if ret != 0:
+            logger.error(f"An error occurred obtaining a dense landmark for a single face: {ret}")
+
+        landmark = []
+        for point in landmarks_array:
+            landmark.append(point.x)
+            landmark.append(point.y)
+
+        return np.asarray(landmark).reshape(-1, 2)
+
     def set_track_preview_size(self, size=192):
         """
         Sets the preview size for the face tracking session.
@@ -367,10 +387,12 @@ class InspireFaceSession(object):
             logger.error(f"Face pipeline error: {ret}")
             return []
 
-        extends = [FaceExtended(-1.0, -1.0, -1.0) for _ in range(len(faces))]
+        extends = [FaceExtended(-1.0, -1.0, -1.0, -1.0, -1.0, -1, -1, -1) for _ in range(len(faces))]
         self._update_mask_confidence(exec_param, flag, extends)
         self._update_rgb_liveness_confidence(exec_param, flag, extends)
         self._update_face_quality_confidence(exec_param, flag, extends)
+        self._update_face_attribute_confidence(exec_param, flag, extends)
+        self._update_face_interact_confidence(exec_param, flag, extends)
 
         return extends
 
@@ -431,6 +453,18 @@ class InspireFaceSession(object):
             else:
                 logger.error(f"Get mask result error: {ret}")
 
+    def _update_face_interact_confidence(self, exec_param, flag, extends):
+        if (flag == "object" and exec_param.enable_interaction_liveness) or (
+                flag == "bitmask" and exec_param & HF_ENABLE_INTERACTION):
+            results = HFFaceIntereactionResult()
+            ret = HFGetFaceIntereactionResult(self._sess, PHFFaceIntereactionResult(results))
+            if ret == 0:
+                for i in range(results.num):
+                    extends[i].left_eye_status_confidence = results.leftEyeStatusConfidence[i]
+                    extends[i].right_eye_status_confidence = results.rightEyeStatusConfidence[i]
+            else:
+                logger.error(f"Get face interact result error: {ret}")
+
     def _update_rgb_liveness_confidence(self, exec_param, flag, extends: List[FaceExtended]):
         if (flag == "object" and exec_param.enable_liveness) or (
                 flag == "bitmask" and exec_param & HF_ENABLE_LIVENESS):
@@ -442,6 +476,19 @@ class InspireFaceSession(object):
             else:
                 logger.error(f"Get rgb liveness result error: {ret}")
 
+    def _update_face_attribute_confidence(self, exec_param, flag, extends: List[FaceExtended]):
+        if (flag == "object" and exec_param.enable_face_attribute) or (
+                flag == "bitmask" and exec_param & HF_ENABLE_FACE_ATTRIBUTE):
+            attribute_results = HFFaceAttributeResult()
+            ret = HFGetFaceAttributeResult(self._sess, PHFFaceAttributeResult(attribute_results))
+            if ret == 0:
+                for i in range(attribute_results.num):
+                    extends[i].gender = attribute_results.gender[i]
+                    extends[i].age_bracket = attribute_results.ageBracket[i]
+                    extends[i].race = attribute_results.race[i]
+            else:
+                logger.error(f"Get face attribute result error: {ret}")
+
     def _update_face_quality_confidence(self, exec_param, flag, extends: List[FaceExtended]):
         if (flag == "object" and exec_param.enable_face_quality) or (
                 flag == "bitmask" and exec_param & HF_ENABLE_QUALITY):

cpp-package/inspireface/python/inspireface/param.py

@@ -2,7 +2,7 @@
 
 # Session option
 from inspireface.modules.core.native import HF_ENABLE_NONE, HF_ENABLE_FACE_RECOGNITION, HF_ENABLE_LIVENESS,  HF_ENABLE_IR_LIVENESS, \
-    HF_ENABLE_MASK_DETECT, HF_ENABLE_AGE_PREDICT, HF_ENABLE_GENDER_PREDICT, HF_ENABLE_QUALITY, HF_ENABLE_INTERACTION
+    HF_ENABLE_MASK_DETECT, HF_ENABLE_FACE_ATTRIBUTE, HF_ENABLE_QUALITY, HF_ENABLE_INTERACTION
 
 # Face track mode
 from inspireface.modules.core.native import HF_DETECT_MODE_ALWAYS_DETECT, HF_DETECT_MODE_LIGHT_TRACK, HF_DETECT_MODE_TRACK_BY_DETECTION

cpp-package/inspireface/python/sample_face_detection.py

@@ -3,6 +3,12 @@ import cv2
 import inspireface as ifac
 from inspireface.param import *
 import click
+import numpy as np
+
+race_tags = ["Black", "Asian", "Latino/Hispanic", "Middle Eastern", "White"]
+gender_tags = ["Female", "Male", ]
+age_bracket_tags = ["0-2 years old", "3-9 years old", "10-19 years old", "20-29 years old", "30-39 years old",
+                    "40-49 years old", "50-59 years old", "60-69 years old", "more than 70 years old"]
 
 @click.command()
 @click.argument("resource_path")
@@ -17,7 +23,7 @@ def case_face_detection_image(resource_path, image_path):
     assert ret, "Launch failure. Please ensure the resource path is correct."
 
     # Optional features, loaded during session creation based on the modules specified.
-    opt = HF_ENABLE_FACE_RECOGNITION | HF_ENABLE_QUALITY | HF_ENABLE_MASK_DETECT | HF_ENABLE_LIVENESS
+    opt = HF_ENABLE_FACE_RECOGNITION | HF_ENABLE_QUALITY | HF_ENABLE_MASK_DETECT | HF_ENABLE_LIVENESS | HF_ENABLE_INTERACTION | HF_ENABLE_FACE_ATTRIBUTE
     session = ifac.InspireFaceSession(opt, HF_DETECT_MODE_ALWAYS_DETECT)
 
     # Load the image using OpenCV.
@@ -35,12 +41,33 @@ def case_face_detection_image(resource_path, image_path):
         print(f"idx: {idx}")
         # Print Euler angles of the face.
         print(f"roll: {face.roll}, yaw: {face.yaw}, pitch: {face.pitch}")
-        # Draw bounding box around the detected face.
+
+        # Get face bounding box
         x1, y1, x2, y2 = face.location
-        cv2.rectangle(draw, (x1, y1), (x2, y2), (0, 0, 255), 2)
+
+        # Calculate center, size, and angle
+        center = ((x1 + x2) / 2, (y1 + y2) / 2)
+        size = (x2 - x1, y2 - y1)
+        angle = face.roll  # 这里使用 roll 角度
+
+        # Get rotation matrix
+        rotation_matrix = cv2.getRotationMatrix2D(center, angle, 1.0)
+
+        # Apply rotation to the bounding box corners
+        rect = ((center[0], center[1]), (size[0], size[1]), angle)
+        box = cv2.boxPoints(rect)
+        box = box.astype(int)
+
+        # Draw the rotated bounding box
+        cv2.drawContours(draw, [box], 0, (100, 180, 29), 2)
+
+        # Draw landmarks
+        lmk = session.get_face_dense_landmark(face)
+        for x, y in lmk.astype(int):
+            cv2.circle(draw, (x, y), 0, (220, 100, 0), 2)
 
     # Features must be enabled during session creation to use them here.
-    select_exec_func = HF_ENABLE_QUALITY | HF_ENABLE_MASK_DETECT | HF_ENABLE_LIVENESS
+    select_exec_func = HF_ENABLE_QUALITY | HF_ENABLE_MASK_DETECT | HF_ENABLE_LIVENESS | HF_ENABLE_INTERACTION | HF_ENABLE_FACE_ATTRIBUTE
     # Execute the pipeline to obtain richer face information.
     extends = session.face_pipeline(image, faces, select_exec_func)
     for idx, ext in enumerate(extends):
@@ -50,6 +77,11 @@ def case_face_detection_image(resource_path, image_path):
         print(f"quality: {ext.quality_confidence}")
         print(f"rgb liveness: {ext.rgb_liveness_confidence}")
         print(f"face mask: {ext.mask_confidence}")
+        print(
+            f"face eyes status: left eye: {ext.left_eye_status_confidence} right eye: {ext.right_eye_status_confidence}")
+        print(f"gender: {gender_tags[ext.gender]}")
+        print(f"race: {race_tags[ext.race]}")
+        print(f"age: {age_bracket_tags[ext.age_bracket]}")
 
     # Save the annotated image to the 'tmp/' directory.
     save_path = os.path.join("tmp/", "det.jpg")

cpp-package/inspireface/python/sample_face_track_from_video.py

@@ -2,7 +2,7 @@ import click
 import cv2
 import inspireface as ifac
 from inspireface.param import *
-
+import numpy as np
 
 @click.command()
 @click.argument("resource_path")
@@ -51,8 +51,34 @@ def case_face_tracker_from_video(resource_path, source, show):
         # Process frame here (e.g., face detection/tracking).
         faces = session.face_detection(frame)
         for idx, face in enumerate(faces):
+            print(f"{'==' * 20}")
+            print(f"idx: {idx}")
+            # Print Euler angles of the face.
+            print(f"roll: {face.roll}, yaw: {face.yaw}, pitch: {face.pitch}")
+
+            # Get face bounding box
             x1, y1, x2, y2 = face.location
-            cv2.rectangle(frame, (x1, y1), (x2, y2), (0, 0, 255), 2)
+
+            # Calculate center, size, and angle
+            center = ((x1 + x2) / 2, (y1 + y2) / 2)
+            size = (x2 - x1, y2 - y1)
+            angle = face.roll  # 这里使用 roll 角度
+
+            # Get rotation matrix
+            rotation_matrix = cv2.getRotationMatrix2D(center, angle, 1.0)
+
+            # Apply rotation to the bounding box corners
+            rect = ((center[0], center[1]), (size[0], size[1]), angle)
+            box = cv2.boxPoints(rect)
+            box = box.astype(int)
+
+            # Draw the rotated bounding box
+            cv2.drawContours(frame, [box], 0, (100, 180, 29), 2)
+
+            # Draw landmarks
+            lmk = session.get_face_dense_landmark(face)
+            for x, y in lmk.astype(int):
+                cv2.circle(frame, (x, y), 0, (220, 100, 0), 2)
 
         if show:
             cv2.imshow("Face Tracker", frame)

cpp-package/inspireface/python/test/test_settings.py

@@ -8,14 +8,14 @@ import inspireface as ifac
 ENABLE_BENCHMARK_TEST = True
 
 # Enabling will run all the CRUD tests, which will take time
-ENABLE_CRUD_TEST = True
+ENABLE_CRUD_TEST = False
 
 # Enabling will run the face search benchmark, which takes time and must be configured with the correct
 # 'LFW_FUNNELED_DIR_PATH' parameter
 ENABLE_SEARCH_BENCHMARK_TEST = True
 
 # Enabling will run the LFW dataset precision test, which will take time
-ENABLE_LFW_PRECISION_TEST = True
+ENABLE_LFW_PRECISION_TEST = False
 
 # Testing model name
 TEST_MODEL_NAME = "Pikachu"

cpp-package/inspireface/python/test/unit/test_tracker_module.py

@@ -84,24 +84,6 @@ class FaceTrackerCase(unittest.TestCase):
         right_face_roll = faces[0].roll
         self.assertEqual(True, right_face_roll > 30)
 
-    def test_face_track_from_video(self):
-        # Read a video file
-        video_gen = read_video_generator(get_test_data("video/810_1684206192.mp4"))
-        results = [self.engine_tk.face_detection(frame) for frame in video_gen]
-        num_of_frame = len(results)
-        num_of_track_loss = len([faces for faces in results if not faces])
-        total_track_ids = [faces[0].track_id for faces in results if faces]
-        num_of_id_switch = len([id_ for id_ in total_track_ids if id_ != 1])
-
-        # Calculate the loss rate of trace loss and switching id
-        track_loss = num_of_track_loss / num_of_frame
-        id_switch_loss = num_of_id_switch / len(total_track_ids)
-
-        # Not rigorous, only for the current test of this video file
-        self.assertEqual(True, track_loss < 0.05)
-        self.assertEqual(True, id_switch_loss < 0.1)
-
-
 @optional(ENABLE_BENCHMARK_TEST, "All benchmark related tests have been closed.")
 class FaceTrackerBenchmarkCase(unittest.TestCase):
     benchmark_results = list()