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nazlicanto
commited on
Commit
•
cfd86c0
1
Parent(s):
e6b5986
error handling V2
Browse files
app06.py
CHANGED
@@ -1,17 +1,26 @@
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%%writefile app06_.py
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import streamlit as st
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from transformers import SegformerForSemanticSegmentation, SegformerImageProcessor
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from PIL import Image
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import numpy as np
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import torch
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# Load the model and processor
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model = SegformerForSemanticSegmentation.from_pretrained(
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model.eval()
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st.title("PCB Defect Detection")
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# Upload image in Streamlit
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import streamlit as st
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from transformers import SegformerForSemanticSegmentation, SegformerImageProcessor
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from PIL import Image
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import numpy as np
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import torch
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import os
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# Load the model and processor
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model_dir = "C://Users//nazli//OneDrive//Desktop//PCB-Defect-Detection-Segmentation//model11//model//"
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model = SegformerForSemanticSegmentation.from_pretrained(model_dir)
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processor = SegformerImageProcessor.from_pretrained(model_dir)
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model.eval()
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try:
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model = SegformerForSemanticSegmentation.from_pretrained(model_dir, local_files_only=True)
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preprocessor = SegformerImageProcessor.from_pretrained(model_dir, local_files_only=True)
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except Exception as e:
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existing_files = os.listdir(model_dir)
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error_msg = f"Error: {e}\nFiles in directory: {existing_files}"
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st.write(error_msg)
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st.title("PCB Defect Detection")
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# Upload image in Streamlit
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