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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 CN...

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I found that although the training loss is consistently decreasing, the validation loss remains as NaN (validation accuracy is constant after every epoch). Can you fix this? ![image](https://user-images.githubusercontent.com/55920219/187090776-a448216b-7a99-4ce8-ad93-746dc0f6ebfd.png)

I am facing problem when I upload vedio it's is showing prediction error in it what should I do to solve the error or sometime I get assertion error ![IMG-20240406-WA0003](https://github.com/abhijitjadhav1998/Deepfake_detection_using_deep_learning/assets/116786663/97579f1d-f463-459e-8a3e-8881e8afdffa)...

![捕获](https://github.com/abhijitjadhav1998/Deepfake_detection_using_deep_learning/assets/13795045/87bf46c6-8b9c-416e-9f24-c3abdc7dab35)

In the readme file, under "We welcome Open Source Contribution", Enabling working of project on Non Cuda Computers. i.e on normal or AMD GPUs is considered not possible as dlib...

All videos I have upload that is DeepFake also shows like it is real video

i install the project and i am trying run the django application and i install python v3.6 and django v3.0 but i have this exception when i write python manage.py...

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:...

Building wheels for collected packages: dlib Building wheel for dlib (pyproject.toml) ... error error: subprocess-exited-with-error × Building wheel for dlib (pyproject.toml) did not run successfully. │ exit code: 1 ╰─>...

Thank you for your contribution! By the way, I want to use another trained model named model_97_acc_100_frames_FF_data.pt but the application doesn't work. What should I do with the code?

Picture video does not show Not Found adding extra paths in front of the path