diff options
Diffstat (limited to 'r_facelib/parsing/__init__.py')
| -rw-r--r-- | r_facelib/parsing/__init__.py | 23 |
1 files changed, 23 insertions, 0 deletions
diff --git a/r_facelib/parsing/__init__.py b/r_facelib/parsing/__init__.py new file mode 100644 index 0000000..e5aaa28 --- /dev/null +++ b/r_facelib/parsing/__init__.py @@ -0,0 +1,23 @@ +import torch
+
+from r_facelib.utils import load_file_from_url
+from .bisenet import BiSeNet
+from .parsenet import ParseNet
+
+
+def init_parsing_model(model_name='bisenet', half=False, device='cuda'):
+ if model_name == 'bisenet':
+ model = BiSeNet(num_class=19)
+ model_url = 'https://github.com/sczhou/CodeFormer/releases/download/v0.1.0/parsing_bisenet.pth'
+ elif model_name == 'parsenet':
+ model = ParseNet(in_size=512, out_size=512, parsing_ch=19)
+ model_url = 'https://github.com/sczhou/CodeFormer/releases/download/v0.1.0/parsing_parsenet.pth'
+ else:
+ raise NotImplementedError(f'{model_name} is not implemented.')
+
+ model_path = load_file_from_url(url=model_url, model_dir='../../models/facedetection', progress=True, file_name=None)
+ load_net = torch.load(model_path, map_location=lambda storage, loc: storage)
+ model.load_state_dict(load_net, strict=True)
+ model.eval()
+ model = model.to(device)
+ return model
|