From 0a614594ae2742a4430375cd2f35f6feeba9a0f0 Mon Sep 17 00:00:00 2001 From: qstommyshu Date: Thu, 14 Mar 2024 13:06:50 -0400 Subject: [PATCH 01/41] add new HPE for center of mass annotation --- src/back/COM.py | 46 +++++++++++++ src/back/pose_landmarker_lite.task | Bin 0 -> 5777746 bytes src/back/videotransformtrack.py | 69 ++++++++++++++++++++ src/client/src/modules/SelectAnnotation.tsx | 1 + 4 files changed, 116 insertions(+) create mode 100644 src/back/COM.py create mode 100644 src/back/pose_landmarker_lite.task diff --git a/src/back/COM.py b/src/back/COM.py new file mode 100644 index 0000000..5e3b377 --- /dev/null +++ b/src/back/COM.py @@ -0,0 +1,46 @@ +import mediapipe as mp +import cv2 + +from mediapipe import solutions +from mediapipe.framework.formats import landmark_pb2 +import numpy as np + + +BaseOptions = mp.tasks.BaseOptions +PoseLandmarker = mp.tasks.vision.PoseLandmarker +PoseLandmarkerOptions = mp.tasks.vision.PoseLandmarkerOptions +PoseLandmarkerResult = mp.tasks.vision.PoseLandmarkerResult +VisionRunningMode = mp.tasks.vision.RunningMode + +class COM(): + def __init__(self): + self.mp_drawing = solutions.drawing_utils + self.mp_pose = solutions.pose + self.results = None + + def draw_landmarks_on_image(self, rgb_image, detection_result, t): + pose_landmarks_list = detection_result.pose_landmarks + annotated_image = np.copy(rgb_image) + + # Loop through the detected poses to visualize. + for idx in range(len(pose_landmarks_list)): + # length is 33 + # check this guide to see what each index represents: https://developers.google.com/mediapipe/solutions/vision/pose_landmarker + pose_landmarks = pose_landmarks_list[idx] + # print(pose_landmarks[0]) + + # Draw the pose landmarks. + pose_landmarks_proto = landmark_pb2.NormalizedLandmarkList() + pose_landmarks_proto.landmark.extend([ + landmark_pb2.NormalizedLandmark(x=landmark.x, y=landmark.y, z=landmark.z) for landmark in pose_landmarks + ]) + solutions.drawing_utils.draw_landmarks( + annotated_image, + pose_landmarks_proto, + solutions.pose.POSE_CONNECTIONS, + solutions.drawing_styles.get_default_pose_landmarks_style()) + + return annotated_image + + def set_result(self,result: PoseLandmarkerResult): + self.results = result diff --git a/src/back/pose_landmarker_lite.task b/src/back/pose_landmarker_lite.task new file mode 100644 index 0000000000000000000000000000000000000000..09576a930167d58ba3cd759a1521a1f7b159b0f2 GIT binary patch literal 5777746 zcmbT-b$ArV<2e2!1P{SN0@2ImWM$;g;u<`-7PsJ52<}?koya9QSs6K`xD_exltPhG zN^vVv9KMtG{gLk?cp%Iq6&yCfaI*mG=)aRZP zTJq$@jv6^8wO9YtwA6lSBS)jO0mBBTrN)Z*4vkYPSuCY3R!gjWx1`ki|H7<4Zn871Q{FCoqk!GK8K=@QA*7907BJ35W z2x&rx>ams-Az26&K2?jg)cPjYQdt1Pr>bH*!7juK5ki>osgj5no(SEA4nm5MENnxu z79zw75ki=78j5`j+Z3@*@Cxa|=_C;^>=hQ?zg~oe4#MkoF_tGn?A#bjgb*f#3ZLeP@N5wlDvuKR z3U(n@s5M-~373b(SWXK^gvzNRjbIl#^cVXRl7(7%;r1ddbZ9HWLb9;BO^ju+@JSJ6 z5S|Ekg$S3}ukh)5wB@z%M7S$NT#dGb3AMIITPh1ch#e~8g)pJ}kZ4N>Aw@_Q(gs9Z 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