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Update hubconf.py #2

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Update hubconf.py #2

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9 changes: 7 additions & 2 deletions hubconf.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
# import the necessary packages
import torch
from pyimagesearch import mlp
import os

# define entry point/callable function
# to initialize and return model
Expand All @@ -13,6 +14,10 @@ def custom_model():
# initialize the model
# load weights from path
# returns model
repo_dir = os.path.dirname(__file__)
model = mlp.get_training_model()
model.load_state_dict(torch.load("model_wt.pth"))
return model
model_path = os.path.join(repo_dir, "output", "model_wt.pth")
if not os.path.exists(model_path):
raise FileNotFoundError(f"Model file not found at {model_path}")
model.load_state_dict(torch.load(model_path))
return model