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awesome-deepfakes

Everything Deepfakes

awesome-face-forgery-generation-and-detection

A curated list of articles and codes related to face forgery generation and detection.

bnn

bee detection tensorflow conv net for a rasp pi on side of a hive

bootcamp_machine-learning

Bootcamp to learn basics in Machine Learning

camtrap

Functions to manage cameratrap data in R using an object oriented approach.

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.

datacamp_facebook_live_titanic

DataCamp Facebook Live Code Along Session 2: Learn how to complete a Kaggle competition using exploratory data analysis, data munging, data cleaning and machine leaning. Enjoy.

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepfake-detection

Towards deepfake detection that actually works

deepfake-detection-1

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.

deepfakecapsulegan

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

deepfakedetection

deepfakes

This is the code for "DeepFakes" by Siraj Raval on Youtube

deepfakes_audio_video

Contains colab files for making audio and video with deep fakes

deepfakes_faceswap

from deekfakes' faceswap: https://www.reddit.com/user/deepfakes/

deepnude-an-image-to-image-technology

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。

dfdc_deepfake_challenge

A prize winning solution for DFDC challenge

dot

The Deepfake Offensive Toolkit

face_generator

DCGAN face generator 🧑.

faceswap

Deepfakes Software For All

faceswap-deepfake-pytorch

Faceswap with Pytorch or DeepFake with Pytorch

intelai_unet

U-Net Biomedical Image Segmentation

medical_imaging_udemy

Collection of scripts from the Udemy Deep Learning with PyTorch for Medical Image Analysis course

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

mobyv2al

The first contrastive learning work for Active Learning.

ms-cmr_miccai_2019

We demonstrate that the proposed adversarial pipeline outperforms baseline deep-learning methods.

notebooks

Jupyter Notebooks with Deep Learning Tutorials

object-shape-analysis-and-segmentation

point-e

Point cloud diffusion for 3D model synthesis