This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.
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After running the python mange.py file causing error #29
C:\Users\91986\Desktop\Deepfake_detection_using_deep_learning\Django Application>python manage.py runserver
Watching for file changes with StatReloader
Performing system checks...
Exception in thread django-main-thread:
Traceback (most recent call last):
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 590, in url_patterns
iter(patterns)
TypeError: 'module' object is not iterable
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\threading.py", line 916, in _bootstrap_inner
self.run()
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\threading.py", line 864, in run
self._target(*self._args, *self._kwargs)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\utils\autoreload.py", line 53, in wrapper
fn(args, kwargs)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\commands\runserver.py", line 117, in inner_run
self.check(display_num_errors=True)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\base.py", line 395, in check
include_deployment_checks=include_deployment_checks,
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\base.py", line 382, in _run_checks
return checks.run_checks(kwargs)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\registry.py", line 72, in run_checks
new_errors = check(app_configs=app_configs)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\urls.py", line 13, in check_url_config
return check_resolver(resolver)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\urls.py", line 23, in check_resolver
return check_method()
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 407, in check
for pattern in self.url_patterns:
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\utils\functional.py", line 48, in get
res = instance.dict[self.name] = self.func(instance)
File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 597, in url_patterns
raise ImproperlyConfigured(msg.format(name=self.urlconf_name))
django.core.exceptions.ImproperlyConfigured: The included URLconf 'project_settings.urls' does not appear to have any patterns in it. If you see valid patterns in the file then the issue is probably caused by a circular import.
C:\Users\91986\Desktop\Deepfake_detection_using_deep_learning\Django Application>python manage.py runserver Watching for file changes with StatReloader Performing system checks...
Exception in thread django-main-thread: Traceback (most recent call last): File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 590, in url_patterns iter(patterns) TypeError: 'module' object is not iterable
During handling of the above exception, another exception occurred:
Traceback (most recent call last): File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\threading.py", line 916, in _bootstrap_inner self.run() File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\threading.py", line 864, in run self._target(*self._args, *self._kwargs) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\utils\autoreload.py", line 53, in wrapper fn(args, kwargs) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\commands\runserver.py", line 117, in inner_run self.check(display_num_errors=True) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\base.py", line 395, in check include_deployment_checks=include_deployment_checks, File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\management\base.py", line 382, in _run_checks return checks.run_checks(kwargs) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\registry.py", line 72, in run_checks new_errors = check(app_configs=app_configs) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\urls.py", line 13, in check_url_config return check_resolver(resolver) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\checks\urls.py", line 23, in check_resolver return check_method() File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 407, in check for pattern in self.url_patterns: File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\utils\functional.py", line 48, in get res = instance.dict[self.name] = self.func(instance) File "C:\Users\91986\AppData\Local\Programs\Python\Python36\lib\site-packages\django\urls\resolvers.py", line 597, in url_patterns raise ImproperlyConfigured(msg.format(name=self.urlconf_name)) django.core.exceptions.ImproperlyConfigured: The included URLconf 'project_settings.urls' does not appear to have any patterns in it. If you see valid patterns in the file then the issue is probably caused by a circular import.