minor changes

flask_orgiC/app.py

+import math
 import random
+import os
 
+from werkzeug.utils import secure_filename
 import numpy as np
-from flask import Flask, request, jsonify, render_template
+from flask import Flask, request, jsonify, render_template, flash, redirect, url_for
 from PIL import Image
-from urllib import request
+#from urllib import request
 from io import BytesIO
 from keras_preprocessing import image
 import urllib.request
@@ -11,16 +14,23 @@ from datetime import date
 from keras.models import load_model
 import csv
 
-
+UPLOAD_FOLDER = ''
+ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg'}
 
 # Create flask app
 flask_app = Flask(__name__)
+flask_app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
 print("worr")
 model1 = load_model('imgClassification.h5')
 print("wk")
 
 
-wt = random.randint(380, 490)
+# wt = random.randint(380, 490)
+
+def allowed_file(filename):
+    return '.' in filename and \
+           filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
+
 
 @flask_app.route("/")
 def Home():
@@ -45,7 +55,8 @@ def classify():
 def price():
     today = date.today()
     dt = today.strftime("%d/%m/%Y")
-    image_path = "https://static9.depositphotos.com/1628352/1107/i/600/depositphotos_11071200-stock-photo-cabbage.jpg"
+    image_path = "http://192.168.8.103/capture?_cb=1634477807414"
+    wt = random.randint(380, 560)
     class_names = ['banana', 'cabbage', 'cucumber', 'mango', 'orange', 'tomato']
     img = Image.open(BytesIO(request.urlopen(image_path).read())).resize((224, 224))
     # img = image.load_img(request.urlopen(image_path), target_size=(224,224,3))
@@ -68,9 +79,54 @@ def price():
                 print(line['price'])
 
 
-    return render_template("resultsPrice.html", vegita = out, dte = dt, price = para, weight = wt)
-    # return render_template("predi.html", prediction_text_class_price="The price is {}".format(para))
+    return render_template("resultsPrice.html", vegita = out, dte = dt, price = para, weight = wt, esti = math.trunc(int(para) * int(wt) / 1000))
+
+
+@flask_app.route("/priceC", methods = ["POST"])
+def priceC():
+    if request.method == 'POST':
+        # check if the post request has the file part
+        if 'file' not in request.files:
+            flash('No file part')
+            return redirect(request.url)
+        file = request.files['file']
+        # if user does not select file, browser also
+        # submit an empty part without filename
+        if file.filename == '':
+            flash('No selected file')
+            return redirect(request.url)
+        if file and allowed_file(file.filename):
+            filename = secure_filename(file.filename)
+
+            print(filename)
+            image_path = filename
+            print("workinggggg")
+            today = date.today()
+            wt = random.randint(380, 560)
+            dt = today.strftime("%d/%m/%Y")
+            class_names = ['banana', 'cabbage', 'cucumber', 'mango', 'orange', 'tomato']
+            img = image.load_img(image_path, target_size=(224,224,3))
+    # img = image.load_img(request.urlopen(image_path), target_size=(224,224,3))
+            x = image.img_to_array(img)
+            x = np.expand_dims(x, axis=0)
+            images = np.vstack([x])
+            pred = model1.predict(images, batch_size=6)
+            label = np.argmax(pred, axis=1)
+            out = class_names[np.argmax(pred)]
+
+
+            with open('data/Predict_vegetable_2021_SL.csv', encoding="utf8") as f:
+                csv_reader = csv.DictReader(f)
+                next(csv_reader)
+
+                for line in csv_reader:
+
+                    if line['date'] == dt and line['item'] == out:
+                        para = line['price']
+                        print(line['price'])
+
 
+            return render_template("resultsPrice.html", vegita = out, dte = dt, price = para, weight = wt, esti = math.trunc(int(para) * int(wt) / 1000))
 
 if __name__ == "__main__":
     flask_app.run(debug=False)
\ No newline at end of file

flask_orgiC/data/Predict_vegetable_2021_SL.csv

+date,item,price
+16/10/2021,banana,97
+16/10/2021,mango,46
+16/10/2021,orange,64
+16/10/2021,cabbage,110
+16/10/2021,cucumber,92
+16/10/2021,tomato,122
+17/10/2021,banana,101
+17/10/2021,mango,54
+17/10/2021,orange,62
+17/10/2021,cabbage,135
+17/10/2021,cucumber,98
+17/10/2021,tomato,115
+18/10/2021,banana,98
+18/10/2021,mango,51
+18/10/2021,orange,62
+18/10/2021,cabbage,101
+18/10/2021,cucumber,82
+18/10/2021,tomato,77
+19/10/2021,banana,94
+19/10/2021,mango,66
+19/10/2021,orange,82
+19/10/2021,cabbage,114
+19/10/2021,cucumber,90
+19/10/2021,tomato,63
+20/10/2021,banana,54
+20/10/2021,mango,35
+20/10/2021,orange,75
+20/10/2021,cabbage,94
+20/10/2021,cucumber,82
+20/10/2021,tomato,90
+21/10/2021,banana,98
+21/10/2021,mango,51
+21/10/2021,orange,62
+21/10/2021,cabbage,101
+21/10/2021,cucumber,82
+21/10/2021,tomato,77
+22/10/2021,banana,89
+22/10/2021,mango,53
+22/10/2021,orange,77
+22/10/2021,cabbage,90
+22/10/2021,cucumber,85
+22/10/2021,tomato,96
+23/10/2021,banana,95
+23/10/2021,mango,59
+23/10/2021,orange,82
+23/10/2021,cabbage,99
+23/10/2021,cucumber,84
+23/10/2021,tomato,97
+24/10/2021,banana,94
+24/10/2021,mango,66
+24/10/2021,orange,82
+24/10/2021,cabbage,114
+24/10/2021,cucumber,90
+24/10/2021,tomato,63
+25/10/2021,banana,98
+25/10/2021,mango,51
+25/10/2021,orange,62
+25/10/2021,cabbage,101
+25/10/2021,cucumber,82
+25/10/2021,tomato,77
+26/10/2021,banana,89
+26/10/2021,mango,53
+26/10/2021,orange,77
+26/10/2021,cabbage,90
+26/10/2021,cucumber,85
+26/10/2021,tomato,96
+27/10/2021,banana,94
+27/10/2021,mango,66
+27/10/2021,orange,82
+27/10/2021,cabbage,114
+27/10/2021,cucumber,90
+27/10/2021,tomato,63
+28/10/2021,banana,98
+28/10/2021,mango,51
+28/10/2021,orange,62
+28/10/2021,cabbage,101
+28/10/2021,cucumber,82
+28/10/2021,tomato,77
+29/10/2021,banana,89
+29/10/2021,mango,53
+29/10/2021,orange,77
+29/10/2021,cabbage,90
+29/10/2021,cucumber,85
+29/10/2021,tomato,96
+30/10/2021,banana,94
+30/10/2021,mango,66
+30/10/2021,orange,82
+30/10/2021,cabbage,114
+30/10/2021,cucumber,90
+30/10/2021,tomato,63

flask_orgiC/templates/client.html

@@ -102,14 +102,14 @@
           <div class="container">
             <div class="row align-items-center justify-content-between">
               <div class="col-md">
-                <img src="https://static9.depositphotos.com/1628352/1107/i/600/depositphotos_11071200-stock-photo-cabbage.jpg" class="img-fluid" alt=""/>
+                <img src="http://192.168.8.103/capture?_cb=1634477807414" class="img-fluid" alt=""/>
               </div>
               <div class="col-md p-5">
                 <h2>Device Connection</h2>
                 <p>
                   Please connect your <span class="text-warning"> OrgiCheck&trade; Smart</span> with the same network
                 </p>
-                <a href="http://192.168.8.103/" class="btn btn-light mt-3">
+                <a href="#check" class="btn btn-light mt-3">
                   <i class="bi bi-camera"></i> Retake Image
                 </a>
               </div>
@@ -155,8 +155,7 @@
                   <input class="btn btn-primary" type="file" id="img" name="img" accept="image/*">
                   <br>
                   <br>
-                  <button data-bs-toggle="modal"
-                  data-bs-target="#diseases" class="btn btn-warning">Check with choosed image</button>
+                  <button type="submit" class="btn btn-warning">Check with choosed image</button>
                 </form>
 
                 or
@@ -199,12 +198,11 @@
                 </div>
                 <h3 class="card-title mb-3">Price</h3>
                                
-                <form action="{{ url_for('price')}}"method="post">
-                  <input class="btn btn-primary" type="file" id="img" name="img" accept="image/*">
+                <form action="{{ url_for('priceC')}}"method="post" enctype="multipart/form-data">
+                  <input class="btn btn-primary" type="file" id="img" name="file" accept="image/*">
                   <br>
                   <br>
-                  <button type="submit" data-bs-toggle="modal"
-                  data-bs-target="#price" class="btn btn-warning">Check with choosed image</button>
+                  <button type="submit" class="btn btn-warning">Check with choosed image</button>
                 </form>
                 or
                 <br>
@@ -212,7 +210,6 @@
                 <button type="submit" class="btn btn-success">Check with captured image</button>
                 </form>
                 </div>
-{{ price }}
 
             </div>
           </div>

flask_orgiC/templates/resultsPrice.html

@@ -64,9 +64,10 @@
                 </div>
                 <h3 class="card-title mb-3">Price</h3>
 
-                <p>{{ vegita }}</p>
-                <p>{{ weight }}</p>
-                <p> {{ price }} </p>
+                <p><span class="text-warning"> Detected Fruit/Vegetable : </span>{{ vegita }}</p>
+                <p><span class="text-warning"> Estimated Weight : </span>{{ weight }} grams.</p>
+                <p> <span class="text-warning"> Estimated Price for 1Kg : </span> LKR. {{ price }}.00 </p>
+                <p> <span class="text-warning"> Estimated Price : </span> LKR. {{ esti }}.00 </p>
                 </div>
 
             </div>