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| author | Grafting Rayman <156515434+GraftingRayman@users.noreply.github.com> | 2025-01-17 11:06:44 +0000 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2025-01-17 11:06:44 +0000 |
| commit | e6bd5af6a8e306a1cdef63402a77a980a04ad6e1 (patch) | |
| tree | d0732226bbc22feedad9e834b2218d7d0b0eff54 /r_chainner/model_loading.py | |
| parent | 495ffc4777522e40941753e3b1b79c02f84b25b4 (diff) | |
| download | Comfyui-reactor-node-e6bd5af6a8e306a1cdef63402a77a980a04ad6e1.tar.gz | |
Diffstat (limited to 'r_chainner/model_loading.py')
| -rw-r--r-- | r_chainner/model_loading.py | 28 |
1 files changed, 28 insertions, 0 deletions
diff --git a/r_chainner/model_loading.py b/r_chainner/model_loading.py new file mode 100644 index 0000000..21fd51d --- /dev/null +++ b/r_chainner/model_loading.py @@ -0,0 +1,28 @@ +from r_chainner.archs.face.gfpganv1_clean_arch import GFPGANv1Clean
+from r_chainner.types import PyTorchModel
+
+
+class UnsupportedModel(Exception):
+ pass
+
+
+def load_state_dict(state_dict) -> PyTorchModel:
+
+ state_dict_keys = list(state_dict.keys())
+
+ if "params_ema" in state_dict_keys:
+ state_dict = state_dict["params_ema"]
+ elif "params-ema" in state_dict_keys:
+ state_dict = state_dict["params-ema"]
+ elif "params" in state_dict_keys:
+ state_dict = state_dict["params"]
+
+ state_dict_keys = list(state_dict.keys())
+
+ # GFPGAN
+ if (
+ "toRGB.0.weight" in state_dict_keys
+ and "stylegan_decoder.style_mlp.1.weight" in state_dict_keys
+ ):
+ model = GFPGANv1Clean(state_dict)
+ return model
|