Moved audio file form into forms.py

myproject/debug.log

@@ -401,3 +401,25 @@ Watching for file changes with StatReloader
 /usr/src/app/myapp/views.py changed, reloading.
 Watching for file changes with StatReloader
 Watching for file changes with StatReloader
+Watching for file changes with StatReloader
+/usr/src/app/myapp/views.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/views.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/views.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/views.py changed, reloading.
+Watching for file changes with StatReloader
+Watching for file changes with StatReloader
+/usr/src/app/myapp/forms.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/views.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/forms.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/forms.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/forms.py changed, reloading.
+Watching for file changes with StatReloader
+/usr/src/app/myapp/forms.py changed, reloading.
+Watching for file changes with StatReloader

myproject/myapp/audio_preprocessing.py

@@ -32,6 +32,17 @@ def preprocess_audio_for_inference(audio_path):
 audio_path = './static/src/media/Casio Piano C5 1980s.wav'  # Update this path
 preprocessed_data = preprocess_audio_for_inference(audio_path)
 
+# print(f"Number of windows: {len(preprocessed_data)}")
+# print(f"Value array: {preprocessed_data[0]}")
+
+# Write preprocessed data values to a text file
+# with open('G53_data.txt', 'w') as file:
+#     for window in preprocessed_data:
+#         for value in window.flatten():
+#             file.write(str(value) + '\n')
+# print("Preprocessed data values written to preprocessed_data.txt")
+
+
 # TensorFlow Serving URL
 url = 'http://localhost:8501/v1/models/instrument_model:predict'
 

myproject/myapp/forms.py

+# forms.py
+from django import forms
+
+class InstrumentDetectionForm(forms.Form):
+    audio_file = forms.FileField(
+        label='Select an audio file',
+        widget=forms.ClearableFileInput(attrs={
+            'class': 'block w-full text-sm text-gray-900 border border-gray-300 rounded-lg cursor-pointer bg-gray-50 dark:text-gray-400 focus:outline-none dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400',
+            'id': 'audio_file',
+            'name': 'audio_file',
+            'accept': '.mp3,.wav',
+            'onchange': 'loadAudioFile(event)'
+        })
+    )
+

myproject/myapp/templates/index1.html

@@ -18,17 +18,14 @@
             <img class="w-240 h-60 rounded-lg" src="{% static 'src/images/0_IPKn3dedq86U4UqP.png' %}" alt="CNN for audio">
         </div>
     </div>
+
     <div class="gap-16 items-center py-8 px-4 mx-auto max-w-screen-xl lg:grid lg:grid-cols-2">
       <form enctype="multipart/form-data" method="post" id="uploadForm">
         {% csrf_token %}
-        <input
-        class="block w-full text-sm text-gray-900 border border-gray-300 rounded-lg cursor-pointer bg-gray-50 dark:text-gray-400 focus:outline-none dark:bg-gray-700 dark:border-gray-600 dark:placeholder-gray-400"
-        id="audio_file"
-        name="audio_file"
-        type="file"
-        accept=".mp3,.wav"
-        onchange="loadAudioFile(event)"
-    >
+        {{ form.audio_file }}
+        <button type="reset" class="text-gray-800 bg-white hover:bg-gray-100 focus:outline-none focus:ring-4 focus:ring-gray-300 font-medium rounded-lg text-sm px-5 py-2.5 me-2 mb-2 dark:bg-gray-300 dark:hover:bg-gray-400 dark:focus:ring-gray-500 dark:border-gray-500">
+          Clear
+        </button>
         <button type="submit" class="text-white bg-gray-800 hover:bg-gray-900 focus:outline-none focus:ring-4 focus:ring-gray-300 font-medium rounded-lg text-sm px-5 py-2.5 me-2 mb-2 dark:bg-gray-800 dark:hover:bg-gray-700 dark:focus:ring-gray-700 dark:border-gray-700">
           Run Algorithm
         </button>

myproject/myapp/views.py

@@ -3,6 +3,8 @@ from django.template import RequestContext
 import logging
 from django.http import HttpResponse
 from django.utils import timezone
+
+from .forms import InstrumentDetectionForm
 from .models import Log, Action
 
 logger = logging.getLogger(__name__)
@@ -45,7 +47,8 @@ def index(request):
         else:
             return render(request, 'index1.html')
     else:
-        return render(request, 'index1.html')
+        audio_form = InstrumentDetectionForm()
+        return render(request, 'index1.html', {'form': audio_form})
 
 def users(request):
     return render(request, 'user_page.html')