From e6bd5af6a8e306a1cdef63402a77a980a04ad6e1 Mon Sep 17 00:00:00 2001
From: Grafting Rayman <156515434+GraftingRayman@users.noreply.github.com>
Date: Fri, 17 Jan 2025 11:06:44 +0000
Subject: Add files via upload

---
 r_facelib/parsing/__init__.py | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)
 create mode 100644 r_facelib/parsing/__init__.py

(limited to 'r_facelib/parsing/__init__.py')

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
-- 
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