A Survey on Deepfake Generation and Detection
-
Updated
Jun 3, 2024
A Survey on Deepfake Generation and Detection
Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney
Deepfakes Software For All
Create deepfake video by just uploading the original video and specifying the text the character will read
A Gradio-based web application that detects whether an image is a deepfake. The application uses a pre-trained InceptionResnetV1 model from the facenet_pytorch library for face recognition, and pytorch-grad-cam for visual explainability.
Code and pre-trained models for our paper "CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection".
Wunjo CE: Face Swap, Lip Sync, Control Remove Objects & Text & Background, Restyling, Audio Separator, Clone Voice, TTS. Open Source, Local & Free.
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络(GAN,Generative Adversarial Network)图像生成的理论与实践研究。
A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures
My Website where I post my research on DeepFakes .
First Deepfake Detection App
This Repo consists of implementing First order motion model for making Deep Fakes. It is referenced from a video on youtube by Two Minute Papers about Deep Fakes. The code given by @AliaksandrSiarohin
Streamlit application for generating and detecting deepfakes. Generates deepfakes in audio, image, and video, and detects deepfakes in images. Uses advanced AI models for accurate results.
[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes
Replication code for the paper 'Towards DeepFake video forensics based on facial textural disparities in multi-color channels'
PyTorch Implementation for Paper "Emotionally Enhanced Talking Face Generation" (ICCVW'23 and ACM-MMW'23)
ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.
[CVIU] Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization
Add a description, image, and links to the deepfakes topic page so that developers can more easily learn about it.
To associate your repository with the deepfakes topic, visit your repo's landing page and select "manage topics."