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Add model selection #1

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ad8a13a
Update Cushy_Nodes.py
WASasquatch May 11, 2023
3af3e96
Update Cushy_Nodes.py
WASasquatch May 11, 2023
12c4849
Update Cushy_Nodes.py
WASasquatch May 11, 2023
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6 changes: 3 additions & 3 deletions Cushy_Nodes.py
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Original file line number Diff line number Diff line change
Expand Up @@ -323,6 +323,7 @@ def INPUT_TYPES(s):
return {
"required": {
"image": ("IMAGE",),
"vit_model": (["default", "vit_h", "vit_l", "vit_b"],),
"sam_model_name": (get_files_in_directory(sam_models_directory), { "default": "sam_vit_h_4b8939.pth" }),
},
}
Expand All @@ -334,12 +335,11 @@ def INPUT_TYPES(s):

CATEGORY = "CushyNodes"

def execute_segmentation(self, image, sam_model_name):
def execute_segmentation(self, image, vit_model, sam_model_name):
# Load the SAM model
sam_checkpoint = os.path.join(sam_models_directory, sam_model_name)
model_type = "vit_h"
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
sam = sam_model_registry[model_type](checkpoint=sam_checkpoint)
sam = sam_model_registry[vit_model](checkpoint=sam_checkpoint)
sam.to(device=device)

# Use the input image
Expand Down