subh71 commited on
Commit
bf810c1
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1 Parent(s): da80afc

Update app.py

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  1. app.py +24 -0
app.py CHANGED
@@ -1,3 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import streamlit as st
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  st.success("welcome") #green box
@@ -44,3 +67,4 @@ if ok == True: #user clicked
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  f"Detected {model.config.id2label[label.item()]} with confidence "
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  f"{round(score.item(), 3)} at location {box}"
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  )
 
 
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+
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+ from transformers import pipeline
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+
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+ model(input_text):
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+ pipe = pipeline("object-detection", model="facebook/detr-resnet-50")
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+ output=pipe("dogs1.webp")
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+ return output
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+
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+ def main():
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+ st.title("Hugging Face Model Demo")
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+
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+ # Create an input text box
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+ input_text = st.text_input("Enter your text", "")
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+
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+ # Create a button to trigger model inference
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+ if st.button("Analyze"):
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+ # Perform inference using the loaded model
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+ result = model(input_text)
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+ st.write("Prediction:", result[0]['label'], "| Score:", result[0]['score'])
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+
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+ if __name__ == "__main__":
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+ main()
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+ '''
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  import streamlit as st
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  st.success("welcome") #green box
 
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  f"Detected {model.config.id2label[label.item()]} with confidence "
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  f"{round(score.item(), 3)} at location {box}"
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  )
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+ '''