Create app.py

app.py

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+import pickle
+import gradio as gr
+
+with open("Diabetic_Model","rb") as f:
+  mp=pickle.load(f)
+
+
+def Diabetic_Prediction(Pregnancies,Glucose,BP,ST,Insuline,BMI,DPF,Age):
+  Pregnancies=int(Pregnancies)
+  Glucose=int(Glucose)
+  BP=int(BP)
+  ST=int(ST)
+  Insuline=int(Insuline)
+  BMI=float(BMI)
+  DPF=float(DPF)
+  Age=int(Age)
+  value=mp.predict([[Pregnancies,Glucose,BP,ST,Insuline,BMI,DPF,Age]])
+  if(value[0]==0):
+    result="You don't have Diabties"
+  elif(value[0]==1):
+    result="You have Diabties"
+  return result
+
+interface=gr.Interface(fn=Diabetic_Prediction,inputs=[gr.inputs.Textbox(lines=2,placeholder="Enter Pregnancies Time"),
+                                                      gr.inputs.Textbox(lines=2,placeholder="Enter Glucose Level"),gr.inputs.Textbox(lines=2,placeholder="Enter Blood Pressure"),gr.inputs.Textbox(lines=2,placeholder="Enter Skin Thickness"),gr.inputs.Textbox(lines=2,placeholder="Enter Insulin Level"),gr.inputs.Textbox(lines=2,placeholder="Enter BMI Level"),gr.inputs.Textbox(lines=2,placeholder="Enter Diabbetes Predigree Function"),gr.inputs.Textbox(lines=2,placeholder="Enter Your Age")],
+                                              outputs=[gr.outputs.Textbox(label="Your Result")],
+                       enable_queu=True
+                       )
+interface.launch(debug=True)