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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, input5, input6], | |
outputs=output).launch() |