Upload 3 files

app.py

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+import os
+from flask import Flask, render_template, request
+from predictor import check
+
+
+author = 'TEAM DELTA'
+
+app = Flask(__name__, static_folder="images")
+
+APP_ROOT = os.path.dirname(os.path.abspath(__file__))
+
+
+@app.route('/')
+@app.route('/index')
+def index():
+    return render_template('upload.html')
+
+
+@app.route('/upload', methods=['GET', 'POST'])
+def upload():
+    target = os.path.join(APP_ROOT, 'images/')
+    print(target)
+
+    if not os.path.isdir(target):
+        os.mkdir(target)
+
+    for file in request.files.getlist('file'):
+        print(file)
+        filename = file.filename
+        print(filename)
+        dest = '/'.join([target, filename])
+        print(dest)
+        file.save(dest)
+
+    status = check(filename)
+
+    return render_template('complete.html', image_name=filename, predvalue=status)
+
+if __name__ == "main":
+    app.run(port=4555, debug=True)

predictor.py

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+import numpy as np
+from keras.preprocessing import image
+from tensorflow.keras.models import load_model
+saved_model = load_model("model/VGG_model.h5")
+status = True
+
+
+def check(input_img):
+    print(" your image is : " + input_img)
+    print(input_img)
+
+    img = image.load_img("images/" + input_img, target_size=(224, 224))
+    img = np.asarray(img)
+    print(img)
+
+    img = np.expand_dims(img, axis=0)
+
+    print(img)
+    output = saved_model.predict(img)
+
+    print(output)
+    if output[0][0] == 1:
+        status = True
+    else:
+        status = False
+
+    print(status)
+    return status

requirements.txt

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+absl-py==0.12.0
+astor==0.8.1
+astunparse==1.6.3
+cached-property==1.5.2
+cachetools==4.2.1
+certifi==2020.12.5
+chardet==4.0.0
+click==7.1.2
+cycler==0.10.0
+Flask==1.1.2
+flatbuffers==1.12
+gast==0.4.0
+google-auth==1.28.1
+google-auth-oauthlib==0.4.4
+google-pasta==0.2.0
+grpcio==1.37.0
+h5py==2.10.0
+idna==3.1
+importlib-metadata==3.10.0
+itsdangerous==1.1.0
+Jinja2==2.11.3
+Keras==2.4.3
+Keras-Applications==1.0.8
+Keras-Preprocessing==1.1.2
+kiwisolver==1.3.1
+Markdown==3.3.4
+MarkupSafe==1.1.1
+matplotlib==3.4.1
+numpy==1.20.2
+oauthlib==3.1.0
+opt-einsum==3.3.0
+pandas==1.2.3
+Pillow==8.2.0
+protobuf==3.15.8
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pyparsing==2.4.7
+python-dateutil==2.8.1
+pytz==2021.1
+PyYAML==5.4.1
+requests==2.25.1
+requests-oauthlib==1.3.0
+rsa==4.7.2
+scipy==1.6.2
+six==1.15.0
+tensorboard==2.4.1
+tensorboard-plugin-wit==1.8.0
+tensorflow==2.4.1
+tensorflow-estimator==2.4.0
+termcolor==1.1.0
+typing-extensions==3.7.4.3
+urllib3==1.26.4
+Werkzeug==1.0.1
+wrapt==1.12.1
+zipp==3.4.1