add web app stuff

auto_augmentation/templates/home.html

+{% extends "basic.html" %}
+{% block title%}Home{% endblock %}
+{% block body %}
+<h1>Meta Reinforcement Learning for Data Augmentation</h1>
+
+<h3>Choose your dataset</h3>
+<form action="/user_input">
+  <!-- upload dataset -->
+  <label for="dataset_upload">You can upload your dataset here:</label>
+  <input type="file" name="dataset_upload" class="upload"><br><br>
+
+  <!-- dataset radio button -->
+  Or you can select a dataset from our database: <br>
+  <input type="radio" id="dataset1"
+    name="dataset_selection" value="MINIST">
+  <label for="dataset1">MINIST dataset</label><br>
+
+  <input type="radio" id="dataset2"
+    name="dataset_selection" value="IMGNET">
+  <label for="dataset2">IMGNET dataset</label><br>
+
+  <input type="radio" id="dataset3"
+  name="dataset_selection" value="dataset3">
+  <label for="dataset3">dataset3</label><br><br> 
+
+<!-- --------------------------------------------------------------- -->
+
+
+  <h3>Choose the network which the dataset is trained on</h3>
+  <!-- upload network -->
+  <label for="network_upload">Please upload your network here:</label>
+  <input type="file" name="network_upload" class="upload"><br><br>
+
+
+  <!-- network selection -->
+  Or you can select a dataset from our database: <br>
+  <input type="radio" id="network1"
+    name="network_selection" value="EasyNet">
+  <label for="dataset1">EasyNet</label><br>
+
+  <input type="radio" id="network2"
+    name="network_selection" value="LeNet">
+  <label for="dataset2">LeNet</label><br>
+
+  <input type="radio" id="network3"
+  name="network_selection" value="AlexNet">
+  <label for="dataset3">AlexNet</label><br><br> 
+
+
+
+  <h3>Advanced Search</h3>
+  <!-- action(data augmentation) space -->
+  Which data augmentation method you would like exclude? <br>
+  <input type="radio" id="ShearX"
+    name="action_space" value="ShearX">
+  <label for="ShearX">ShearX</label><br>
+
+  <input type="radio" id="ShearY"
+    name="action_space" value="ShearY">
+  <label for="ShearY">ShearY</label><br>
+
+  <input type="radio" id="TranslateX"
+    name="action_space" value="TranslateX">
+  <label for="TranslateX">TranslateX</label><br>
+
+  <input type="radio" id="TranslateY"
+  name="action_space" value="TranslateY">
+  <label for="TranslateY">TranslateY</label><br>
+
+  <input type="radio" id="Rotate"
+    name="Rotate" value="Rotate">
+  <label for="Rotate">Rotate</label><br>
+
+  <input type="radio" id="Brightness"
+  name="action_space" value="Brightness">
+  <label for="Brightness">Brightness</label><br>
+
+  <input type="radio" id="Color"
+  name="action_space" value="Color">
+  <label for="Color">Color</label><br>
+
+  <input type="radio" id="Contrast"
+  name="action_space" value="Contrast">
+  <label for="Contrast">Contrast</label><br>
+
+  <input type="radio" id="Sharpness"
+  name="action_space" value="Sharpness">
+  <label for="Sharpness">Sharpness</label><br>
+
+  <input type="radio" id="Posterize"
+  name="action_space" value="Posterize">
+  <label for="Posterize">Posterize</label><br>
+
+  <input type="radio" id="Solarize"
+  name="action_space" value="Solarize">
+  <label for="Solarize">Solarize</label><br>
+
+  <input type="radio" id="AutoContrast"
+  name="action_space" value="AutoContrast">
+  <label for="AutoContrast">AutoContrast</label><br>
+
+  <input type="radio" id="Equalize"
+  name="action_space" value="Equalize">
+  <label for="Equalize">Equalize</label><br>
+
+  <input type="radio" id="Invert"
+  name="action_space" value="Invert">
+  <label for="Invert">Invert</label><br><br><br>
+
+
+
+  <!-- action space -->
+  <!-- <label for="data_aug_method">Which data augmentation method you would like exclude?</label>
+    <select id="data_aug_method" name="data_aug_method">
+        <option value="Translate">Translate</option>
+        <option value="Rotate">Rotate</option>
+        <option value="AutoContrast">AutoContrast</option>
+        <option value="Equalize">Equalize</option>
+        <option value="Solarize">Solarize</option>
+        <option value="Posterize">Posterize</option>
+        <option value="Contrast">Contrast</option>
+        <option value="Brightness">Brightness</option>
+
+    </select><br><br> -->
+  
+
+  <input type="submit">
+</form>
+  
+{% endblock %}

auto_augmentation/templates/progress.html

+{% extends "basic.html" %}
+{% block title%}Progress{% endblock %}
+{% block body %}
+Training the model...
+
+<div>
+    <img src="{{url_for('static', filename='image/training_plot.png')}}" class="img-thumbnail" />
+    <form action="/show_result">
+        <input type="submit" value='Show Result'>
+    </form>
+
+</div>
+ 
+{% endblock %}
\ No newline at end of file

auto_augmentation/templates/result.html

+{% extends "basic.html" %}
+{% block title %}Result{% endblock %}
+{% block body %}
+
+<div>  
+  <b>Accuracy before data augmentation is: 64.6%</b><br>
+  <b>Accuracy after data augmentation is: 79.3%</b>
+
+</div>
+
+<div>
+  <form action="/download">
+  <input type="submit" value='Download CNN'>
+  </form>
+</div>
+
+{% endblock %}
+

heroku.yml

+build:
+  docker:
+    web: Dockerfile  # path to your Dockerfile 

progress.html

+{% extends "structure.html" %}
+{% block title%}Home{% endblock %}
+{% block body %}
+<h1>Loading</h1>
+      <progress value = "65" max = "100"/>
+
+{% endblock %}
+

requirements.txt

+attrs
+click==8.0.3
+Flask==2.0.2
+iniconfig==1.1.1
+itsdangerous==2.0.1
+Jinja2==3.0.3
+MarkupSafe==2.0.1
+packaging==21.3
+pandoc==2.0.1
+pdflatex
+pluggy==1.0.0
+py==1.11.0
+pyparsing==3.0.6
+pytest
+python-dotenv==0.19.2
+toml==0.10.2
+Werkzeug==2.0.2
+weasyprint==51
\ No newline at end of file

setup.py

+from setuptools import setup
+
+setup()