from flask import Flask, request, render_template, redirect, jsonify, render_template_string
from flask_jsglue import JSGlue # this is use for url_for() working inside javascript which is help us to navigate the url
import util
import os
from werkzeug.utils import secure_filename
application = Flask(__name__)
application.debug = True
# JSGlue is use for url_for() working inside javascript which is help us to navigate the url
jsglue = JSGlue() # create a object of JsGlue
jsglue.init_app(application) # and assign the app as a init app to the instance of JsGlue
util.load_artifacts()
#home page
@application.route("/")
def home():
return render_template("home.html")
#classify plant
@application.route("/classifyPlant", methods = ["POST"])
def classifyPlant():
image_data = request.files["file"]
#save the image to upload
basepath = os.path.dirname(__file__)
image_path = os.path.join(basepath, "uploads", secure_filename(image_data.filename))
image_data.save(image_path)
predicted_value, details = util.classify_plant(image_path)
os.remove(image_path)
return jsonify(predicted_value=predicted_value, details=render_template_string(details))
def home():
util.load_artifacts()
return render_template('app.html')