You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
33 lines
738 B
33 lines
738 B
4 years ago
|
import numpy as np
|
||
|
|
from flask import Flask, request, render_template
|
||
|
|
import pickle
|
||
|
|
|
||
|
|
app = Flask(__name__)
|
||
|
|
|
||
|
|
model = pickle.load(open("../ufo-model.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)
|
||
|
|
|
||
|
|
output = prediction[0]
|
||
|
|
|
||
|
|
countries = ["Australia", "Canada", "Germany", "UK", "US"]
|
||
|
|
|
||
|
|
return render_template(
|
||
|
|
"index.html", prediction_text="Likely country: {}".format(countries[output])
|
||
|
|
)
|
||
|
|
|
||
|
|
|
||
|
|
if __name__ == "__main__":
|
||
|
|
app.run(debug=True)
|