Update app.py

app.py

@@ -0,0 +1,33 @@
+
+import pickle
+import numpy as np
+
+
+model = pickle.load(open(model.pkl, 'rb'))
+
+def crop_yield(Planted, Size of land (Hectare), Bags, Soil Type, Type of Seed, Color of Seeds):
+    prediction = model.predict([[Planted, Size of land (Hectare), Bags, Soil Type, Type of Seed, Color of Seeds]])
+    return prediction
+
+#create input and output objects
+#input object1
+input1 = gr.inputs.Number(label="Planted")
+#input object 2
+input2 = gr.inputs.Number(label="Size of land (Hectare)")
+#input object3
+input3 = gr.inputs.Number(label="Number of Bags")
+#input object 3
+input4 = gr.inputs.Number(label="Soil Type")
+#input object 3
+input5 = gr.inputs.Number(label="Type of Seed")
+#input object 3
+input6 = gr.inputs.Number(label="Color of Seeds")
+
+
+#output object
+output = gr.outputs.Textbox(label= "Number of Yields") 
+
+#create interface
+gui = gr.Interface(fn=crop_yield,
+                   inputs=[input1, input2, input3, input4],
+                   outputs=output).launch()