ritvic / Deepfake-Detection-Using-Reccurent-Neural-NetworkLinks
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.
β9Updated last year
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 π₯ that detects a DeepFake video and also displays the confidence ratio and output (REAL/FAKE)β63Updated 11 months ago
- Deepfake Image Detection with Keras & TensorFlowβ137Updated 3 years ago
- Deepfake Video Detection Using Generative Convolutional Vision Transformerβ81Updated last week
- I present a web based application for automatic detection of replacement and reenactment of deep fakes. I worked on a novel Res-Next convβ¦β10Updated 2 years ago
- DeepFake detection using DeepLearningβ11Updated 3 years ago
- Code for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transactβ¦β66Updated last year
- This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detectβ¦β725Updated last year
- Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at Iβ¦β257Updated 2 years ago
- A list of datasets, tools, papers and code related to Deepfakes.β160Updated 3 years ago
- Deepfake Video Detection Using Convolutional Vision Transformerβ99Updated 2 months ago
- this repository contians project for deepfake detection from videos and imagesβ26Updated last year
- DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.β109Updated 5 years ago
- β13Updated last year
- DeepFake detection using GAN and DeepLearningβ27Updated 3 years ago
- Official implement of ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection.β11Updated last year
- β49Updated 2 months ago
- Learning a Deep Dual-level Network for Robust DeepFake Detectionβ35Updated 3 years ago
- This is the PyTorch implementation of our ACM Multimedia 2021 paper titled "Video Transformer for Deepfake Detection with Incremental Leaβ¦β8Updated 2 years ago
- Official implementation of ID-unaware Deepfake Detection Modelβ173Updated last year
- Weakly supervised deepfake localizationβ28Updated last year
- Predict if an image is real or generated by GANs (fake)β68Updated 5 years ago
- CORE: COnsistent REpresentation Learning for Face Forgery Detection, CVPRW 22β50Updated 2 years ago
- Landmark Recurrent Network: An efficient and robust framework for Deepfakes detectionβ100Updated last year
- Video Face Manipulation Detection Through Ensemble of CNNsβ275Updated last year
- [CVPR2022] End-to-End Reconstruction-Classification Learning for Face Forgery Detectionβ144Updated 3 years ago
- The code of multi-attention deepfake detectionβ270Updated 3 years ago
- Transformer Model to detect deepfakes from popular datasets. Predictions made on embeddings (features) generated by a different ViT modelβ¦β14Updated last year
- β12Updated last year
- A deepfake detector that provides 35 different deepfake detection methods.β61Updated 4 years ago
- [ACM MM 2023] Locate and Verify: A Two-Stream Network for Improved Deepfake Detectionβ58Updated last year