diff options
Diffstat (limited to 'modules/codeformer_model.py')
| -rw-r--r-- | modules/codeformer_model.py | 15 |
1 files changed, 13 insertions, 2 deletions
diff --git a/modules/codeformer_model.py b/modules/codeformer_model.py index a29f3855..ab40d842 100644 --- a/modules/codeformer_model.py +++ b/modules/codeformer_model.py @@ -36,6 +36,7 @@ def setup_model(dirname): from basicsr.utils.download_util import load_file_from_url
from basicsr.utils import imwrite, img2tensor, tensor2img
from facelib.utils.face_restoration_helper import FaceRestoreHelper
+ from facelib.detection.retinaface import retinaface
from modules.shared import cmd_opts
net_class = CodeFormer
@@ -65,14 +66,20 @@ def setup_model(dirname): net.load_state_dict(checkpoint)
net.eval()
+ if hasattr(retinaface, 'device'):
+ retinaface.device = devices.device_codeformer
face_helper = FaceRestoreHelper(1, face_size=512, crop_ratio=(1, 1), det_model='retinaface_resnet50', save_ext='png', use_parse=True, device=devices.device_codeformer)
self.net = net
self.face_helper = face_helper
- self.net.to(devices.device_codeformer)
return net, face_helper
+ def send_model_to(self, device):
+ self.net.to(device)
+ self.face_helper.face_det.to(device)
+ self.face_helper.face_parse.to(device)
+
def restore(self, np_image, w=None):
np_image = np_image[:, :, ::-1]
@@ -82,6 +89,8 @@ def setup_model(dirname): if self.net is None or self.face_helper is None:
return np_image
+ self.send_model_to(devices.device_codeformer)
+
self.face_helper.clean_all()
self.face_helper.read_image(np_image)
self.face_helper.get_face_landmarks_5(only_center_face=False, resize=640, eye_dist_threshold=5)
@@ -113,8 +122,10 @@ def setup_model(dirname): if original_resolution != restored_img.shape[0:2]:
restored_img = cv2.resize(restored_img, (0, 0), fx=original_resolution[1]/restored_img.shape[1], fy=original_resolution[0]/restored_img.shape[0], interpolation=cv2.INTER_LINEAR)
+ self.face_helper.clean_all()
+
if shared.opts.face_restoration_unload:
- self.net.to(devices.cpu)
+ self.send_model_to(devices.cpu)
return restored_img
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