runaksh commited on
Commit
24a59af
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1 Parent(s): d71bba9

Update app.py

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Files changed (1) hide show
  1. app.py +7 -2
app.py CHANGED
@@ -3,6 +3,7 @@ from transformers import ViTForImageClassification, ViTFeatureExtractor
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  from PIL import Image
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  import torch
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  import numpy as np
 
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  # Load the pre-trained model and preprocessor (feature extractor)
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  model_name_pneumonia = "runaksh/chest_xray_pneumonia_detection"
@@ -36,8 +37,10 @@ def classify_image(image):
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  return label
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  # Create title, description and article strings
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- title = "Classification Demo"
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  description = "XRay classification"
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  css_code = """
@@ -52,8 +55,10 @@ iface = gr.Interface(fn=classify_image,
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  outputs=gr.Label(),
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  title=title,
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  description=description,
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- css=css_code
 
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  )
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  # Launch the app
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  iface.launch()
 
 
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  from PIL import Image
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  import torch
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  import numpy as np
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+ from gradio.themes import Theme
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  # Load the pre-trained model and preprocessor (feature extractor)
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  model_name_pneumonia = "runaksh/chest_xray_pneumonia_detection"
 
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  return label
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+ custom_theme = Theme(text_size="1.8em")
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+
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  # Create title, description and article strings
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+ title = "Automated Classification of Pneumonia and Tuberculosis using Machine Learning"
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  description = "XRay classification"
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  css_code = """
 
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  outputs=gr.Label(),
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  title=title,
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  description=description,
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+ css=css_code,
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+ theme=custom_theme
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  )
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  # Launch the app
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  iface.launch()
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+