app.py

from flask import Flask,render_template,request
import pickle
import numpy as np


app = Flask(__name__)
model = pickle.load(open("model1.pkl","rb"))


@app.route('/')
def home():
    return render_template('index.html')


@app.route('/predict',methods = ['POST'])
def predict():
    int_features = [int(x) for x in request.form.values()]
    final_features = [np.array(int_features)]
    prediction = model.predict(final_features)
    
    
    
    return render_template('index.html',prediction_text = "The plant is {}".format(prediction))
    
if __name__ == "__main__":
    app.run(debug = True)