deepfake-detection-challenge
There are 2 repositories under deepfake-detection-challenge topic.
abhijitjadhav1998 / Deepfake_detection_using_deep_learning
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.
Language:Jupyter Notebook 374- icpr2020dfdc
polimi-ispl / icpr2020dfdc
Video Face Manipulation Detection Through Ensemble of CNNs
Language:Jupyter Notebook 244 davide-coccomini / Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
Language:Jupyter Notebook 194chinmaynehate / DFSpot-Deepfake-Recognition
Determine whether a given video sequence has been manipulated or synthetically generated
Language:Python 90Implementation of the winning solution for the Media Analytics Challenge 2023.
Language:Jupyter Notebook 14alexhaislip / Deepfake_creation
Helpful resources for creating deepfakes.
Towards deepfake detection that actually works
Language:Python 4- Language:Jupyter Notebook 2
dmitry-vorobiev / kaggle-deepfake-detection-challenge
My solution for the Deepfake Detection Challenge
Language:Jupyter Notebook 0
