add Dataset model, stub face_*analsysi

6 files changed, 164 insertions, 0 deletions

diff --git a/megapixels/app/processors/face_age.py b/megapixels/app/processors/face_age.py
new file mode 100644
index 00000000..222858a5
--- /dev/null
+++ b/megapixels/app/processors/face_age.py
@@ -0,0 +1,28 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceAge:
+
+  # Estimates face age
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def age(self):
+    # use enum typed emotions
+    return {'age': types.Age.ADULT, 'confidence': 0.5}
\ No newline at end of file
diff --git a/megapixels/app/processors/face_beauty.py b/megapixels/app/processors/face_beauty.py
new file mode 100644
index 00000000..a1ddd9f8
--- /dev/null
+++ b/megapixels/app/processors/face_beauty.py
@@ -0,0 +1,27 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceBeauty:
+
+  # Estimates beauty using CNN
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def beauty(self):
+    return 0.5
\ No newline at end of file
diff --git a/megapixels/app/processors/face_emotion.py b/megapixels/app/processors/face_emotion.py
new file mode 100644
index 00000000..c45da9ba
--- /dev/null
+++ b/megapixels/app/processors/face_emotion.py
@@ -0,0 +1,28 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceEmotion:
+
+  # Estimates face emotion
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def emotion(self):
+    # use enum typed emotions
+    return {'emotion': types.Emotion.NEUTRAL, 'confidence': 0.5}
\ No newline at end of file
diff --git a/megapixels/app/processors/face_gender.py b/megapixels/app/processors/face_gender.py
new file mode 100644
index 00000000..ee152098
--- /dev/null
+++ b/megapixels/app/processors/face_gender.py
@@ -0,0 +1,27 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceGender:
+
+  # Estimates gender using CNN
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def gender(self):
+    return 'm'
\ No newline at end of file
diff --git a/megapixels/app/processors/face_landmarks_3d.py b/megapixels/app/processors/face_landmarks_3d.py
new file mode 100644
index 00000000..84a423b0
--- /dev/null
+++ b/megapixels/app/processors/face_landmarks_3d.py
@@ -0,0 +1,27 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceLandmarks3D:
+
+  # Estimates 3D facial landmarks
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def landmarks(self):
+    return [1,2,3,4,100]
\ No newline at end of file
diff --git a/megapixels/app/processors/face_mesh.py b/megapixels/app/processors/face_mesh.py
new file mode 100644
index 00000000..2d3deb4f
--- /dev/null
+++ b/megapixels/app/processors/face_mesh.py
@@ -0,0 +1,27 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FaceMesh3D:
+
+  # Estimates 3D face mesh
+
+  def __init__(self):
+    self.log = logger_utils.Logger.getLogger()
+    pass
+
+
+  def mesh(self):
+    return [1,2,3,4,100]
\ No newline at end of file