fix: lazy import

This commit is contained in:
Bingsu
2023-09-20 00:26:32 +09:00
parent 8402497f11
commit bfddf681de
2 changed files with 8 additions and 2 deletions

View File

@@ -2,7 +2,6 @@ from __future__ import annotations
from functools import partial
import mediapipe as mp
import numpy as np
from PIL import Image, ImageDraw
@@ -29,6 +28,8 @@ def mediapipe_predict(
def mediapipe_face_detection(
model_type: int, image: Image.Image, confidence: float = 0.3
) -> PredictOutput:
import mediapipe as mp
img_width, img_height = image.size
mp_face_detection = mp.solutions.face_detection
@@ -84,6 +85,8 @@ def get_convexhull(points: np.ndarray) -> list[tuple[int, int]]:
def mediapipe_face_mesh(image: Image.Image, confidence: float = 0.3) -> PredictOutput:
import mediapipe as mp
mp_face_mesh = mp.solutions.face_mesh
draw_util = mp.solutions.drawing_utils
drawing_styles = mp.solutions.drawing_styles
@@ -127,6 +130,8 @@ def mediapipe_face_mesh(image: Image.Image, confidence: float = 0.3) -> PredictO
def mediapipe_face_mesh_eyes_only(
image: Image.Image, confidence: float = 0.3
) -> PredictOutput:
import mediapipe as mp
mp_face_mesh = mp.solutions.face_mesh
left_idx = np.array(list(mp_face_mesh.FACEMESH_LEFT_EYE)).flatten()

View File

@@ -5,7 +5,6 @@ from pathlib import Path
import cv2
from PIL import Image
from torchvision.transforms.functional import to_pil_image
from ultralytics import YOLO
from adetailer import PredictOutput
from adetailer.common import create_mask_from_bbox
@@ -17,6 +16,8 @@ def ultralytics_predict(
confidence: float = 0.3,
device: str = "",
) -> PredictOutput:
from ultralytics import YOLO
model = YOLO(model_path)
pred = model(image, conf=confidence, device=device)