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import mediapipe as mp | |
from utils import read_n_resize | |
def mp_face_mesh_fn(image): | |
mp_drawing = mp.solutions.drawing_utils | |
mp_drawing_styles = mp.solutions.drawing_styles | |
mp_face_mesh = mp.solutions.face_mesh | |
with mp_face_mesh.FaceMesh( | |
static_image_mode=True, | |
max_num_faces=1, | |
refine_landmarks=True, | |
min_detection_confidence=0.5 | |
) as face_mesh: | |
resized_image = read_n_resize(image, read=False) | |
results = face_mesh.process(resized_image) | |
annotated_image = resized_image.copy() | |
for face_landmarks in results.multi_face_landmarks: | |
mp_drawing.draw_landmarks( | |
image=annotated_image, | |
landmark_list=face_landmarks, | |
connections=mp_face_mesh.FACEMESH_TESSELATION, | |
landmark_drawing_spec=None, | |
connection_drawing_spec=mp_drawing_styles | |
.get_default_face_mesh_tesselation_style() | |
) | |
mp_drawing.draw_landmarks( | |
image=annotated_image, | |
landmark_list=face_landmarks, | |
connections=mp_face_mesh.FACEMESH_CONTOURS, | |
landmark_drawing_spec=None, | |
connection_drawing_spec=mp_drawing_styles | |
.get_default_face_mesh_contours_style() | |
) | |
mp_drawing.draw_landmarks( | |
image=annotated_image, | |
landmark_list=face_landmarks, | |
connections=mp_face_mesh.FACEMESH_IRISES, | |
landmark_drawing_spec=None, | |
connection_drawing_spec=mp_drawing_styles | |
.get_default_face_mesh_iris_connections_style() | |
) | |
return annotated_image | |