From fec96ee6793e0d91427f74a67162cfd39d50901a Mon Sep 17 00:00:00 2001 From: kinaryml Date: Wed, 12 Apr 2023 13:03:46 -0700 Subject: [PATCH] Added some face landmarks constants --- .../tasks/python/vision/face_landmarker.py | 89 +++++++++++++++++++ 1 file changed, 89 insertions(+) diff --git a/mediapipe/tasks/python/vision/face_landmarker.py b/mediapipe/tasks/python/vision/face_landmarker.py index 3e43e8a7f..14a9766f1 100644 --- a/mediapipe/tasks/python/vision/face_landmarker.py +++ b/mediapipe/tasks/python/vision/face_landmarker.py @@ -120,6 +120,95 @@ class Blendshapes(enum.IntEnum): NOSE_SNEER_RIGHT = 51 +@dataclasses.dataclass +class Connection: + start: int + end: int + + +class FaceLandmarksConnections: + FACE_LANDMARKS_LIPS = [ + Connection(61, 146), Connection(146, 91), Connection(91, 181), + Connection(181, 84), Connection(84, 17), Connection(17, 314), + Connection(314, 405), Connection(405, 321), Connection(321, 375), + Connection(375, 291), Connection(61, 185), Connection(185, 40), + Connection(40, 39), Connection(39, 37), Connection(37, 0), + Connection(0, 267), Connection(267, 269), Connection(269, 270), + Connection(270, 409), Connection(409, 291), Connection(78, 95), + Connection(95, 88), Connection(88, 178), Connection(178, 87), + Connection(87, 14), Connection(14, 317), Connection(317, 402), + Connection(402, 318), Connection(318, 324), Connection(324, 308), + Connection(78, 191), Connection(191, 80), Connection(80, 81), + Connection(81, 82), Connection(82, 13), Connection(13, 312), + Connection(312, 311), Connection(311, 310), Connection(310, 415), + Connection(415, 308) + ] + + FACE_LANDMARKS_LEFT_EYE = [ + Connection(263, 249), Connection(249, 390), Connection(390, 373), + Connection(373, 374), Connection(374, 380), Connection(380, 381), + Connection(381, 382), Connection(382, 362), Connection(263, 466), + Connection(466, 388), Connection(388, 387), Connection(387, 386), + Connection(386, 385), Connection(385, 384), Connection(384, 398), + Connection(398, 362) + ] + + FACE_LANDMARKS_LEFT_EYEBROW = [ + Connection(276, 283), Connection(283, 282), Connection(282, 295), + Connection(295, 285), Connection(300, 293), Connection(293, 334), + Connection(334, 296), Connection(296, 336) + ] + + FACE_LANDMARKS_LEFT_IRIS = [ + Connection(474, 475), Connection(475, 476), Connection(476, 477), + Connection(477, 474) + ] + + FACE_LANDMARKS_RIGHT_EYE = [ + Connection(33, 7), Connection(7, 163), Connection(163, 144), + Connection(144, 145), Connection(145, 153), Connection(153, 154), + Connection(154, 155), Connection(155, 133), Connection(33, 246), + Connection(246, 161), Connection(161, 160), Connection(160, 159), + Connection(159, 158), Connection(158, 157), Connection(157, 173), + Connection(173, 133) + ] + + FACE_LANDMARKS_RIGHT_EYEBROW = [ + Connection(46, 53), Connection(53, 52), Connection(52, 65), + Connection(65, 55), Connection(70, 63), Connection(63, 105), + Connection(105, 66), Connection(66, 107) + ] + + FACE_LANDMARKS_RIGHT_IRIS = [ + Connection(469, 470), Connection(470, 471), Connection(471, 472), + Connection(472, 469) + ] + + FACE_LANDMARKS_FACE_OVAL = [ + Connection(10, 338), Connection(338, 297), Connection(297, 332), + Connection(332, 284), Connection(284, 251), Connection(251, 389), + Connection(389, 356), Connection(356, 454), Connection(454, 323), + Connection(323, 361), Connection(361, 288), Connection(288, 397), + Connection(397, 365), Connection(365, 379), Connection(379, 378), + Connection(378, 400), Connection(400, 377), Connection(377, 152), + Connection(152, 148), Connection(148, 176), Connection(176, 149), + Connection(149, 150), Connection(150, 136), Connection(136, 172), + Connection(172, 58), Connection(58, 132), Connection(132, 93), + Connection(93, 234), Connection(234, 127), Connection(127, 162), + Connection(162, 21), Connection(21, 54), Connection(54, 103), + Connection(103, 67), Connection(67, 109), Connection(109, 10) + ] + + FACE_LANDMARKS_CONTOURS = ( + FACE_LANDMARKS_LIPS + + FACE_LANDMARKS_LEFT_EYE + + FACE_LANDMARKS_LEFT_EYEBROW + + FACE_LANDMARKS_RIGHT_EYE + + FACE_LANDMARKS_RIGHT_EYEBROW + + FACE_LANDMARKS_FACE_OVAL + ) + + @dataclasses.dataclass class FaceLandmarkerResult: """The face landmarks detection result from FaceLandmarker, where each vector element represents a single face detected in the image.