def home():
if request.method == 'POST':
msg1 = request.form.get('Search')
if msg1 == "":
return render_template('index.html')
msg, prob = pred.detecting_fake_news(msg1)
res = {'message': msg, 'probability': prob}
return render_template('result.html', data=res, msg=msg1)
return render_template('index.html')
def stringy():
stringy = request.args.get('stringname')
result = detecting_fake_news(stringy)
print("LOOK HERE")
print(result)
convert = str(result)
print(result)
return (convert)
def sms():
resp = MessagingResponse()
inbMsg = request.values.get('Body')
pred, confidence = prediction.detecting_fake_news(inbMsg)
resp.message(
f'The news headline you entered is {pred[0]!r} and corresponds to {confidence[0][1]!r}.'
)
return str(resp)
def predict():
back = 'static/img/back.jpg'
if request.method == 'POST':
input_text = request.form.get('news')
model = request.form.get('selectmodel')
pred, prob = detecting_fake_news(input_text, model)
return render_template('predict.html',
back=back,
pred=str(pred),
prob=str(prob))
return render_template('predict.html',
back=back,
data=[{
'name': 'SVM'
}, {
'name': 'Logistic'
}, {
'name': 'SGD'
}, {
'name': 'Naive-bayes'
}, {
'name': 'RandomForest'
}])
def stringy():
stringy = request.args.get('stringname')
detecting_fake_news(stringy)
print(result)
return jsonify(result)
import PySimpleGUI as sg
import prediction
sg.theme('DarkAmber') # Add a touch of color
# All the stuff inside your window.
layout = [[sg.Text('Enter the news you want to check : '),
sg.InputText()], [sg.Button('Enter')],
[sg.Text('Fake Image Detection'),
sg.InputText()], [sg.FileBrowse('Upload Image')],
[sg.Button('Cancel')]]
# Create the Window
window = sg.Window('Fake news/image Detection').Layout(layout)
# Event Loop to process "events" and get the "values" of the inputs
while True:
event, values = window.read()
if event in (True, 'Enter'):
print('You entered ', values[0])
truth, prob = prediction.detecting_fake_news(values[0])
sg.Popup("The given statement is ", truth,
"The truth probability score is ", prob)
if event in (True, 'Upload Image'):
print('Image entered ', values[1])
if event in (None, 'Cancel'): # if user closes window or clicks cancel
break
sg.Popup(event, values)
window.close()
def stringy():
stringy = request.args.get('stringname')
boolean = detecting_fake_news(stringy)
result = str(boolean)
return jsonify(result)