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 10 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 π₯ that detects a DeepFake video and also displays the confidence ratio and output (REAL/FAKE)β62Updated 9 months ago
- Deepfake Image Detection with Keras & TensorFlowβ136Updated 3 years ago
- DeepFake detection using DeepLearningβ10Updated 3 years ago
- Deepfake Video Detection Using Generative Convolutional Vision Transformerβ78Updated last month
- 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
- this repository contians project for deepfake detection from videos and imagesβ23Updated last year
- Code for Video Deepfake Detector from "MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection", paper available on IEEE Transactβ¦β65Updated last year
- DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.β109Updated 4 years ago
- Predict if an image is real or generated by GANs (fake)β66Updated 5 years ago
- A list of datasets, tools, papers and code related to Deepfakes.β156Updated 3 years ago
- Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at Iβ¦β254Updated 2 years ago
- This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detectβ¦β699Updated 10 months ago
- β45Updated 3 weeks ago
- Landmark Recurrent Network: An efficient and robust framework for Deepfakes detectionβ99Updated last year
- Designed and Developed end-to-end scalable Deep Learning Project. It is a detection system trained using InceptionV3(CNN model) + GRU(Sβ¦β50Updated 11 months ago
- A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper available at https://arxiv.org/abs/1809.00888β18Updated 2 years ago
- DeepFake detection using GAN and DeepLearningβ27Updated 3 years ago
- Deepfake Video Detection Using Convolutional Vision Transformerβ97Updated last month
- Transformer Model to detect deepfakes from popular datasets. Predictions made on embeddings (features) generated by a different ViT modelβ¦β14Updated last year
- Learning a Deep Dual-level Network for Robust DeepFake Detectionβ34Updated 3 years ago
- CORE: COnsistent REpresentation Learning for Face Forgery Detection, CVPRW 22β50Updated 2 years ago
- Official implementation of ID-unaware Deepfake Detection Modelβ172Updated last year
- Fake video detection code for both DeepFake and F2F datasetβ10Updated 6 years ago
- I use Neural Networks to distinguish between DeepFakes (AI modified videos) and their original counterparts.β20Updated 5 years ago
- Weakly supervised deepfake localizationβ27Updated last year
- Code for the paper "Towards Solving the DeepFake Problem: An Analysis on Improving DeepFake Detection Using Dynamic Face Augmentation"; Sβ¦β31Updated last year
- Code and pre-trained models for our paper "CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection".β74Updated 3 months ago
- β12Updated last year
- β21Updated 11 months ago
- Deepfakes detectionβ58Updated 2 years ago