ritvic / Deepfake-Detection-Using-Reccurent-Neural-Network
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.
☆9Updated 9 months ago
Alternatives and similar repositories for Deepfake-Detection-Using-Reccurent-Neural-Network
Users that are interested in Deepfake-Detection-Using-Reccurent-Neural-Network are comparing it to the libraries listed below
Sorting:
- A website 🖥 that detects a DeepFake video and also displays the confidence ratio and output (REAL/FAKE)☆60Updated 8 months ago
- DeepFake detection using DeepLearning☆10Updated 3 years ago
- Deepfake Image Detection with Keras & TensorFlow☆129Updated 3 years ago
- I present a web based application for automatic detection of replacement and reenactment of deep fakes. I worked on a novel Res-Next conv…☆10Updated 2 years ago
- Code for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transact…☆65Updated 11 months ago
- Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at I…☆253Updated 2 years ago
- Predict if an image is real or generated by GANs (fake)☆65Updated 4 years ago
- DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.☆107Updated 4 years ago
- Deepfake Video Detection Using Generative Convolutional Vision Transformer☆73Updated last year
- this repository contians project for deepfake detection from videos and images☆19Updated last year
- Video Face Manipulation Detection Through Ensemble of CNNs☆275Updated 10 months ago
- DeepFake detection using GAN and DeepLearning☆27Updated 3 years ago
- A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper available at https://arxiv.org/abs/1809.00888☆18Updated 2 years ago
- Deepfake Video Detection Using Convolutional Vision Transformer☆96Updated 10 months ago
- A list of datasets, tools, papers and code related to Deepfakes.☆151Updated 3 years ago
- Designed and Developed end-to-end scalable Deep Learning Project. It is a detection system trained using InceptionV3(CNN model) + GRU(S…☆48Updated 9 months ago
- This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detect…☆678Updated 9 months ago
- Code for Generalizing Face Forgery Detection with High-frequency Features (CVPR 2021)☆44Updated 3 years ago
- I use Neural Networks to distinguish between DeepFakes (AI modified videos) and their original counterparts.☆20Updated 5 years ago
- Official implementation of ID-unaware Deepfake Detection Model☆172Updated last year
- CORE: COnsistent REpresentation Learning for Face Forgery Detection, CVPRW 22☆50Updated 2 years ago
- Landmark Recurrent Network: An efficient and robust framework for Deepfakes detection☆98Updated last year
- Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection☆32Updated last year
- A solution for deepfake detection across multiple modalities, including images, audio, and video, using ML models like CNNs, Transformers…☆7Updated 8 months ago
- ☆113Updated 3 years ago
- [ACM MM 2023] Locate and Verify: A Two-Stream Network for Improved Deepfake Detection☆56Updated 11 months ago
- A deepfake detector that provides 35 different deepfake detection methods.☆61Updated 4 years ago
- Learning a Deep Dual-level Network for Robust DeepFake Detection☆34Updated 2 years ago
- ☆11Updated 4 years ago
- This repo contains code for [Face X-ray for More General Face Forgery Detection](https://arxiv.org/abs/1912.13458).☆31Updated 4 years ago