import mediapipe as mp
from utils import read_n_resize

def mp_pose_estimation_fn(image, min_detect_conf=0.5):
    mp_drawing = mp.solutions.drawing_utils
    mp_drawing_styles = mp.solutions.drawing_styles
    mp_pose = mp.solutions.pose
    
    with mp_pose.Pose(
        static_image_mode=True,
        model_complexity=2,
        enable_segmentation=True,
        min_detection_confidence=min_detect_conf
    ) as pose:

        image = read_n_resize(image, read=False)
        results = pose.process(image)
        annotated_image = image.copy()
        # Draw pose landmarks on the image.
        mp_drawing.draw_landmarks(
            annotated_image,
            results.pose_landmarks,
            mp_pose.POSE_CONNECTIONS,
            landmark_drawing_spec=mp_drawing_styles.get_default_pose_landmarks_style()
        )
        return annotated_image