chi77 commited on
Commit
cff7626
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1 Parent(s): 0287efb

Update app.py

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Change disease name

Files changed (1) hide show
  1. app.py +17 -7
app.py CHANGED
@@ -10,13 +10,23 @@ import gradio as gr
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  DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  # ==============================
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- # 類別名稱(14 類,對應你的 best_model.pth
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  # ==============================
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  class_names = [
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- "disease_1", "disease_2", "disease_3", "disease_4",
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- "disease_5", "disease_6", "disease_7", "disease_8",
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- "disease_9", "disease_10", "disease_11", "disease_12",
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- "disease_13", "disease_14"
 
 
 
 
 
 
 
 
 
 
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  ]
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  num_classes = len(class_names) # 14
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@@ -59,8 +69,8 @@ iface = gr.Interface(
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  fn=predict,
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  inputs=gr.Image(type="pil"),
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  outputs=gr.Label(num_top_classes=1),
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- title="疾病分類器",
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- description="上傳一張圖片,模型會判斷這是什麼疾病(14 類疾病)。"
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  )
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  iface.launch()
 
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  DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  # ==============================
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+ # 類別名稱(14 類英文疾病
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  # ==============================
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  class_names = [
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+ "Actinic keratoses",
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+ "Basal cell carcinoma",
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+ "Benign keratosis-like-lesions",
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+ "Chickenpox",
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+ "Cowpox",
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+ "Dermatofibroma",
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+ "Healthy",
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+ "HFMD",
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+ "Measles",
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+ "Melanocytic nevi",
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+ "Melanoma",
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+ "Monkeypox",
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+ "Squamous cell carcinoma",
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+ "Vascular lesions"
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  ]
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  num_classes = len(class_names) # 14
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  fn=predict,
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  inputs=gr.Image(type="pil"),
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  outputs=gr.Label(num_top_classes=1),
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+ title="Skin Disease Classifier",
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+ description="Upload an image, and the model will predict the skin disease (14 categories)."
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  )
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  iface.launch()