Create app.py

app.py

@@ -0,0 +1,35 @@
+import pickle
+import gradio as gr
+
+with open("Condition_Model","rb") as f:
+  mp=pickle.load(f)
+def Conditional_Prediction(Gender,Height,Weight):
+  Gen=0
+  if(Gender=="Male"):
+    Gen=1
+  elif(Gender=="Female"):
+    Gen=0
+
+  Height=float(Height)
+  Weight=float(Weight)
+  
+  result=mp.predict([[Gen,Height,Weight]])
+  print(result[0])
+  if result[0]==0:
+    final_result="You have Extremely Weak Body Condition"
+  elif result[0]==1:
+    final_result="You have Weak Body Condition"
+  elif result[0]==2:
+    final_result="You have Normal Body Condition"
+  elif result[0]==3:
+    final_result="You have Estimated Overweight"
+  elif result[0]==4:
+    final_result="You have Estimated Obesity"
+  elif result[0]==5:
+    final_result="You seem to have Extreme Obesity"
+  return final_result
+
+interface=gr.Interface(fn=Conditional_Prediction,inputs=[gr.inputs.Radio(["Male","Female"],type="value",label="Gender"),gr.inputs.Textbox(lines=2,placeholder="Enter Your Height"),gr.inputs.Textbox(lines=2,placeholder="Enter Your Weight")],
+                       outputs=[gr.outputs.Textbox(label="Your Estimated Condition")],
+                       enable_queu=True)
+interface.launch(debug=True)