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app.py
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app.py
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import os
from flask import Flask,flash,redirect,url_for,render_template,request
from werkzeug.utils import secure_filename
import secrets
from ml_model import get_prediction
UPLOAD_FOLDER = '.'
ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg'}
secret = secrets.token_urlsafe(32)
app = Flask(__name__)
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
app.secret_key = secret
def allowed_file(filename):
return '.' in filename and \
filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
@app.route('/', methods=['GET', 'POST'])
def index():
if request.method == 'POST':
file = request.files['inputfile']
if file and allowed_file(file.filename):
tmp_path = app.config['UPLOAD_FOLDER']+ 'tmp.'+ file.filename.rsplit('.', 1)[1]
file.save(tmp_path)
label, result = get_prediction(tmp_path)
flash('Your results: ' + label + '\nConfidence: '+ str(result))
else:
flash('Unsupported file type!\nPlease upload file in .jpg, .jpeg, or .png formats only.')
return render_template('index.html')
if __name__ == '__main__':
app.run(debug=True)