Removed python env. Template HTML design changes

Procfile

@@ -1 +1 @@
-web: gunicorn app:app
+web: gunicorn app:app

README.md

@@ -0,0 +1,63 @@
+[![Issues][issues]][issues-url]
+
+<br />
+<p align="center">
+  <a href="https://github.com/shridpant/smort-apps">
+    <img src="static/logo.png" alt="Logo" width="80" height="80">
+  </a>
+
+  <h3 align="center">Hot Dog or Not</h3>
+
+  <p align="center">
+    Welcome to this GitHub repository!
+    <br />
+    <a href="https://github.com/shridpant/smort-apps"><strong>Explore the docs »</strong></a>
+    <br />
+    <br />
+    ·
+    <a href="https://github.com/shridpant/smort-apps/issues">Report Bug</a>
+    ·
+    <a href="https://github.com/shridpant/smort-apps/issues">Request Feature</a>
+  </p>
+</p>
+
+
+<!-- TABLE OF CONTENTS -->
+## Table of Contents
+
+* [About the Project](#about-the-project)
+    * [Built With](#built-with)
+* [License](#license)
+* [Contact](#contact)
+* [Acknowledgements](#acknowledgements)
+
+<!-- ABOUT THE PROJECT -->
+## About The Project
+
+This repository contains the source code for "Hot Dog or Not" Web App. It was made possible by many open-sourced libraries and frameworks.
+
+### Built With
+
+The web app was built with Flask, Tensorflow, Jinja2 and HTML. See `Acknowledgements` for more info.
+
+<!-- LICENSE -->
+## License
+
+Distributed under the MIT license. See `LICENSE` for more information.
+
+<!-- CONTACT -->
+## Contact
+
+Shrid Pant - [LinkedIn](https://www.linkedin.com/in/shridpant/)
+
+<!-- ACKNOWLEDGEMENTS -->
+## Acknowledements
+* [Tensorflow](https://github.com/tensorflow/tensorflow)
+* [Bootstrap](https://getbootstrap.com/)
+* [VPanjeta/hotdog-or-not-hotdog](https://github.com/VPanjeta/hotdog-or-not-hotdog)
+* [Flask](https://flask.palletsprojects.com/en/1.1.x/)
+* [Img Shields](https://shields.io)
+
+<!-- MARKDOWN LINKS & IMAGES -->
+[issues]: https://img.shields.io/github/issues-raw/shridpant/smort-apps
+[issues-url]: https://github.com/shridpant/smort-apps/issues

app.py

@@ -17,7 +17,6 @@ def main_page():
 
 @app.route('/prediction/<filename>') 
 def prediction(filename):
-    #my_image = plt.imread(os.path.join('uploads', filename))
     my_image = os.getcwd() + '\\static\\' + str(filename)
     html_image = image_file = url_for('static', filename=str(filename))
     image_file = tf.io.gfile.GFile(my_image, 'rb')
@@ -32,13 +31,11 @@ def prediction(filename):
         tensor = session.graph.get_tensor_by_name('final_result:0')
         #^ Feeding data as input and find the first prediction
         result = session.run(tensor, {'DecodeJpeg/contents:0': data})
-
         top_results = result[0].argsort()[-len(result[0]):][::-1] 
         max_score = 0
         for type in top_results:
             hot_dog_or_not = classes[type]
             score = result[0][type]
-            #print('%-20s : %.5f' % (hot_dog_or_not, score))
             if score > max_score:
                 max_score = score
                 predictions = hot_dog_or_not

templates/index.html

@@ -1,6 +1,6 @@
 {% extends "layout.html" %}
 {% block body%}
-        <h5>Upload your image!</h5>
+        <h5>Upload your image!</h5> <br />
         <form method=post enctype=multipart/form-data>
             <p>
                 <input type=file name=file>

templates/predict.html

@@ -1,5 +1,6 @@
 {% extends "layout.html" %}
 {% block body%}
                 <p>The image is <em>{{ predictions }}</em></p>
-                <img src={{ my_image }} width="20%">
+                <img src={{ my_image }} width="20%"> <br /><br />
+                <a href="/">Back</a>
 {% endblock %}