Safi029 commited on
Commit
81b4674
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1 Parent(s): e7673ab

Update app.py

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Files changed (1) hide show
  1. app.py +9 -8
app.py CHANGED
@@ -3,22 +3,23 @@ from ultralytics import YOLO
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  from huggingface_hub import hf_hub_download
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  from PIL import Image
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  import torch
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- from torch.serialization import add_safe_globals
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- from ultralytics.nn.tasks import DetectionModel # Needed for safe loading
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- # Allow loading DetectionModel (trusting your own model)
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- add_safe_globals({'DetectionModel': DetectionModel})
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-
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- # ✅ Download model from Hugging Face Hub
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  model_path = hf_hub_download(repo_id="Safi029/ABD-model", filename="ABD.pt")
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- # Load model with trust
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- model = YOLO(model_path)
 
 
 
 
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  def detect_structure(image):
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  results = model(image)
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  return Image.fromarray(results[0].plot())
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  demo = gr.Interface(
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  fn=detect_structure,
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  inputs=gr.Image(type="pil"),
 
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  from huggingface_hub import hf_hub_download
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  from PIL import Image
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  import torch
 
 
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+ # Download the model file from Hugging Face
 
 
 
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  model_path = hf_hub_download(repo_id="Safi029/ABD-model", filename="ABD.pt")
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+ # Explicitly load with weights_only=False
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+ ckpt = torch.load(model_path, map_location="cpu", weights_only=False)
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+
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+ # Now manually initialize YOLO model from checkpoint
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+ model = YOLO()
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+ model.model.load_state_dict(ckpt['model'].float().state_dict())
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+ # Function to run detection
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  def detect_structure(image):
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  results = model(image)
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  return Image.fromarray(results[0].plot())
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+ # Gradio interface
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  demo = gr.Interface(
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  fn=detect_structure,
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  inputs=gr.Image(type="pil"),