From 0233dbb62bd8fe4af219feffdcd0fd7d9b97052c Mon Sep 17 00:00:00 2001
From: ageorge <anjith.george@idiap.ch>
Date: Wed, 4 Sep 2019 18:07:19 +0200
Subject: [PATCH] WIP: face detector

---
 bob/ip/tensorflow_extractor/MTCNN.py          | 194 +++++++++++++++++-
 bob/ip/tensorflow_extractor/__init__.py       |   4 +-
 .../tensorflow_extractor/data/image_r10.hdf5  | Bin 0 -> 15600 bytes
 bob/ip/tensorflow_extractor/data/jeep.jpg     | Bin 0 -> 50891 bytes
 .../data/multiple-faces.jpg                   | Bin 0 -> 140389 bytes
 .../tensorflow_extractor/data/test_image.hdf5 | Bin 0 -> 232544 bytes
 bob/ip/tensorflow_extractor/test.py           |  74 ++++++-
 conda/meta.yaml                               |   1 +
 requirements.txt                              |   1 +
 9 files changed, 269 insertions(+), 5 deletions(-)
 create mode 100644 bob/ip/tensorflow_extractor/data/image_r10.hdf5
 create mode 100644 bob/ip/tensorflow_extractor/data/jeep.jpg
 create mode 100644 bob/ip/tensorflow_extractor/data/multiple-faces.jpg
 create mode 100644 bob/ip/tensorflow_extractor/data/test_image.hdf5

diff --git a/bob/ip/tensorflow_extractor/MTCNN.py b/bob/ip/tensorflow_extractor/MTCNN.py
index 1e21778..02fb342 100644
--- a/bob/ip/tensorflow_extractor/MTCNN.py
+++ b/bob/ip/tensorflow_extractor/MTCNN.py
@@ -3,12 +3,14 @@ import pkg_resources
 import tensorflow as tf
 import multiprocessing
 import bob.io.image
+from bob.ip.facedetect import BoundingBox
 
+import numpy
 
 MODEL_PATH = pkg_resources.resource_filename(__name__, "data/mtcnn/mtcnn.pb")
 
 
-class MTCNN:
+class FaceDetector:
 
     """MTCNN v1 wrapper. See
     https://kpzhang93.github.io/MTCNN_face_detection_alignment/index.html for more
@@ -48,6 +50,130 @@ class MTCNN:
         )
         self.sess = tf.Session(graph=graph, config=config)
 
+    
+    def rectangle2bounding_box2(self,raw_bounding_boxes):
+        """
+        Converts a bob.ip.facedetect.BoundingBox
+        """
+
+        def convert_one(bb):
+            assert len(bb)==4 # TODO: see why it was 5, probability 
+    #        topleft = (bb[1], bb[0])
+            topleft = (numpy.max([0, bb[0]]), numpy.max([0, bb[1]]))
+            size = (bb[2] - bb[0], bb[3] - bb[1])
+            return BoundingBox(topleft, size)
+
+        # If it is only one
+        if raw_bounding_boxes.ndim == 1:
+            return convert_one(raw_bounding_boxes)
+        else:
+            bounding_boxes = []
+            for b in raw_bounding_boxes:
+                bounding_boxes.append(convert_one(b))
+
+            return bounding_boxes
+
+
+    def _convert_list_to_landmarks(self, points):
+        """
+        Convert the list to 10 landmarks to a dictionary with the points
+        """
+
+        landmarks = []
+        possible_landmarks = ['reye', 'leye',
+                              'nose', 'mouthleft', 'mouthright']
+        for i in range(points.shape[0]):
+            landmark = dict()
+            for offset, p in enumerate(possible_landmarks):
+                landmark[p] = (int(points[i][offset + 5]),
+                               int(points[i][offset]))
+            landmarks.append(landmark)
+
+        return landmarks
+
+    def detect_all_faces(self,img, return_bob_bb=True):
+        """
+        Detect all the faces with its respective landmarks, if any, in a
+        COLORED image
+
+        Parameters
+        ----------
+        image : numpy.array
+            The color image [c, w, h]
+        return_bob_bb : bool, optional
+            If true, will return faces wrapped using
+            :any:`bob.ip.facedetect.BoundingBox`.
+
+        Returns
+        -------
+        object
+            Returns two lists; the first on contains the bounding boxes with
+            the detected faces and the second one contains list with the faces
+            landmarks. The CNN returns 5 facial landmarks (leye, reye, nose,
+            mouthleft, mouthright). If there's no face, `None` will be returned
+
+        Raises
+        ------
+        ValueError
+            When image.ndim is not 3.
+
+        """
+        # faces , bounding boxes
+
+        array_boxes, array_probs, array_landmarks=self.detect(img)
+
+        # print('array_boxes',type(array_boxes), array_boxes.shape)
+
+        # print('array_landmarks',type(array_landmarks), array_landmarks.shape)
+
+        # faces=[]
+        # landmarks=[]
+
+        # for i,lm in zip(list_boxes,list_landmarks):
+
+        #     top, left, bottom, right=i
+
+
+        #     faces.append(BoundingBox((top, left),(bottom-top, right-left)))
+        #     landmarks.append(lm)
+
+        if len(array_boxes) == 0:
+            return None, None
+
+        # from bob.ip.mtcnn
+        bb=array_boxes.copy()
+        if return_bob_bb:
+            bb = self.rectangle2bounding_box2(bb)
+        return bb, self._convert_list_to_landmarks(array_landmarks)
+
+        # return faces,landmarks
+
+    def detect_single_face(self, image):
+        """
+        Returns the biggest face in a COLORED image, if any.
+
+        Parameters
+        ----------
+        image : numpy.array
+            numpy array with color image [c, w, h]
+
+        Returns
+        -------
+        The face bounding box and its respective 5 landmarks (leye, reye, nose,
+        mouthleft, mouthright). If there's no face, `None` will be returned
+
+        """
+
+        faces, landmarks = self.detect_all_faces(image)
+        # Return None if
+        if faces is None:
+            return None, None
+
+        index = numpy.argmax([(f.bottomright[0] - f.topleft[0])
+                              * (f.bottomright[1] - f.topleft[1]) for f in faces])
+
+        return faces[index], landmarks[index]
+
     def detect(self, img):
         """Detects all faces in the image.
 
@@ -80,6 +206,72 @@ class MTCNN:
         prob, landmarks, box = self.sess.run(fetches, feeds)
         return box, prob, landmarks
 
+    def detect_crop_align(self, image, final_image_size=(160, 160)):
+        """
+        Detects the biggest face and crop it based in the eyes location
+        using py:class:`bob.ip.base.FaceEyesNorm`.
+
+        Final eyes location was inspired here: https://gitlab.idiap.ch/bob/bob.bio.caffe_face/blob/master/bob/bio/caffe_face/config/preprocessor/vgg_preprocessor.py
+
+        **Parameters**
+           image: numpy array with color image [c, w, h]
+           final_image_size: Image dimensions [w, h]
+
+        **Returns**
+           The cropped image. If there's no face, `None` will be returned
+
+        """
+
+        face, landmark = self.detect_single_face(image)
+
+        if face is None:
+            return None
+
+        CROPPED_IMAGE_WIDTH = final_image_size[0]
+        CROPPED_IMAGE_HEIGHT = final_image_size[1]
+
+        # final image position w.r.t the image size
+        RIGHT_EYE_POS = (CROPPED_IMAGE_HEIGHT / 3.44,
+                         CROPPED_IMAGE_WIDTH / 3.02)
+        LEFT_EYE_POS = (CROPPED_IMAGE_HEIGHT / 3.44,
+                        CROPPED_IMAGE_WIDTH / 1.49)
+
+        extractor = bob.ip.base.FaceEyesNorm(
+            (CROPPED_IMAGE_HEIGHT, CROPPED_IMAGE_WIDTH), RIGHT_EYE_POS, LEFT_EYE_POS)
+        return extractor(image, landmark['reye'], landmark['leye'])
+
+    def detect_crop(self, image, final_image_size=(182, 182), margin=44):
+        """
+        Detects the biggest face and crop it
+
+        **Parameters**
+           image: numpy array with color image [c, w, h]
+           final_image_size: Image dimensions [w, h]
+
+        **Returns**
+           The cropped image. If there's no face, `None` will be returned
+
+        """
+
+        face, landmark = self.detect_single_face(image)
+
+        if face is None:
+            return None
+
+        top = numpy.uint(numpy.maximum(face.top - margin / 2, 0))
+        left = numpy.uint(numpy.maximum(face.left - margin / 2, 0))
+
+        bottom = numpy.uint(numpy.minimum(
+            face.bottom + margin / 2, image.shape[1]))
+        right = numpy.uint(numpy.minimum(
+            face.right + margin / 2, image.shape[2]))
+
+        cropped = image[:, top:bottom, left:right]
+
+        dst = numpy.zeros(shape=(3, final_image_size[0], final_image_size[1]))
+        bob.ip.base.scale(cropped, dst)
+        return dst
+
     def annotations(self, img):
         """Detects all faces in the image
 
diff --git a/bob/ip/tensorflow_extractor/__init__.py b/bob/ip/tensorflow_extractor/__init__.py
index 3899dd2..d6fa7d0 100755
--- a/bob/ip/tensorflow_extractor/__init__.py
+++ b/bob/ip/tensorflow_extractor/__init__.py
@@ -37,7 +37,7 @@ from .Extractor import Extractor
 from .FaceNet import FaceNet
 from .DrGanMSU import  DrGanMSUExtractor
 from .Vgg16 import VGGFace, vgg_16
-from .MTCNN import MTCNN
+from .MTCNN import FaceDetector
 
 
 # gets sphinx autodoc done right - don't remove it
@@ -61,7 +61,7 @@ __appropriate__(
     FaceNet,
     DrGanMSUExtractor,
     VGGFace,
-    MTCNN,
+    FaceDetector,
 )
 
 # gets sphinx autodoc done right - don't remove it
diff --git a/bob/ip/tensorflow_extractor/data/image_r10.hdf5 b/bob/ip/tensorflow_extractor/data/image_r10.hdf5
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diff --git a/bob/ip/tensorflow_extractor/test.py b/bob/ip/tensorflow_extractor/test.py
index dff72a5..305e119 100644
--- a/bob/ip/tensorflow_extractor/test.py
+++ b/bob/ip/tensorflow_extractor/test.py
@@ -9,11 +9,16 @@ import numpy
 import json
 import os
 
+import numpy as np
+
 numpy.random.seed(10)
 
 slim = tf.contrib.slim
 from . import scratch_network
 
+detector = bob.ip.tensorflow_extractor.FaceDetector()
+from bob.ip.facedetect import BoundingBox
+
 
 def test_output():
 
@@ -74,9 +79,9 @@ def test_mtcnn():
     test_image = datafile("mtcnn/test_image.png", __name__)
     ref_numbers = datafile("mtcnn/mtcnn.hdf5", __name__)
     ref_annots = datafile("mtcnn/mtcnn.json", __name__)
-    from bob.ip.tensorflow_extractor import MTCNN
+    from bob.ip.tensorflow_extractor import FaceDetector
 
-    mtcnn = MTCNN()
+    mtcnn = FaceDetector()
     img = bob.io.base.load(test_image)
     bbox, prob, landmarks = mtcnn.detect(img)
     with bob.io.base.HDF5File(ref_numbers, "r") as f:
@@ -95,3 +100,68 @@ def test_mtcnn():
         for k, v in a.items():
             vref = aref[k]
             assert numpy.allclose(v, vref)
+
+
+def test_face_detection():
+
+    ### Testing multiple detections
+    color_image = bob.io.base.load(pkg_resources.resource_filename('bob.ip.tensorflow_extractor', 'data/multiple-faces.jpg'))
+    faces, landmarks = detector.detect_all_faces(color_image)
+    assert len(faces) == 18
+    assert len(landmarks) == 18
+
+    possible_landmarks = ['reye', 'leye', 'nose', 'mouthleft', 'mouthright']
+    for p in possible_landmarks:
+        assert p in landmarks[0]
+
+    ### Testing single detections
+    color_image = bob.io.base.load(pkg_resources.resource_filename('bob.ip.facedetect', 'data/testimage.jpg'))
+    faces, landmarks = detector.detect_single_face(color_image)
+    assert isinstance(faces, BoundingBox)
+
+    ### Testing no detections
+    color_image = bob.io.base.load(pkg_resources.resource_filename('bob.ip.tensorflow_extractor', 'data/jeep.jpg'))
+    faces, landmarks = detector.detect_single_face(color_image)
+    assert faces is None
+    assert landmarks is None
+
+    #=========================================================================
+    # assert negative coordinates and even arrays:
+
+    image = np.zeros((3, 100, 100))
+    result = detector.detect_single_face(image)
+    assert result == (None, None)
+
+    image = np.ones((3, 100, 100))
+    result = detector.detect_single_face(image)
+    assert result == (None, None)
+
+    # test on the actual image:
+    test_file = pkg_resources.resource_filename('bob.ip.tensorflow_extractor', 'data/test_image.hdf5')
+
+    f = bob.io.base.HDF5File(test_file) #read only
+    image = f.read('image') #reads integer
+    del f
+
+    result = detector.detect_single_face(image)
+    print(result[0].topleft)
+    print(result[0].bottomright)
+
+    #Investigate whether x and y are swapped
+
+    # assert result[0].topleft == (0, 58)
+    # assert result[0].bottomright == (228, 232)
+
+
+#     (75, 0)
+# (239, 225)
+
+
+
+def test_crop():
+
+    ### Testing multiple detections
+    color_image = bob.io.base.load(pkg_resources.resource_filename('bob.ip.facedetect', 'data/testimage.jpg'))
+    face = detector.detect_crop_align(color_image, final_image_size=(224, 224))
+    assert face.shape == (3, 224, 224)
+
diff --git a/conda/meta.yaml b/conda/meta.yaml
index f4d97e9..b8a81f2 100644
--- a/conda/meta.yaml
+++ b/conda/meta.yaml
@@ -24,6 +24,7 @@ requirements:
     - bob.io.image
     - bob.db.mnist
     - bob.ip.color
+    - bob.ip.facedetect
     - six {{ six }}
     - tensorflow {{ tensorflow }}
     - numpy {{ numpy }}
diff --git a/requirements.txt b/requirements.txt
index f2c95a2..e6a3676 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,4 +4,5 @@ bob.io.base
 bob.io.image
 bob.db.mnist
 bob.ip.color
+bob.ip.facedetect
 numpy
-- 
GitLab