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Digital Forensics Artifact Repository
Everything Deepfakes
Official code for CAT-Net: Compression Artifact Tracing Network. Image manipulation detection and localization.
yolo3+ocr
A python package for Chinese OCR with the available pre-trained model. So it can be used directly after installed.
An implementation of paper "Forensic Detection of Image Tampering Using Intrinsic Statistical Fingerprints in Histograms"
This is the simulation code of 'Keypoints-Based Image Passive Forensics Method for Copy-Move Attacks'.
The Pytorch implemention of Deepfake Detection based on Faceforensics++
Towards deepfake detection that actually works
The unofficial https://deepfakedetectionchallenge.ai/ github repo. A quick and easy way to get insight to current progress and previous work on detecting deepfake videos
Deep Learning Examples
Detection of deepfake videos on the FaceForensics dataset
图像篡改检测
A lightweight 3D Morphable Face Model fitting library in modern C++11/14
Implementation of "Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations"
Digital images contain information that goes beyond what we see. We wish to determine the source (e.g. camera) of a digital image, based on a set of attributes that can be extracted from the image. Digital cameras often do proprietary image processing between the light entering the sensors and the image is compressed and stored. Cameras use color filter arrays where each pixel has just one color (red, green or blue) sensor. The camera must estimate the other two colors from the neighboring sensors --- this process is called demosaicing. We attempt to create attributes related to the demosaicing algorithm by computing statistics of how pixel colors relate to their neighbors. We create a classifier from these attributes and report on initial results.
State of the Art Image/Video Forensics Tool : Hybrid-G-PRNU-Extractor based on the work of Muammar, to additionally extract green channel photo response noise uniformity (G-PRNU) with customization of different sizes and interpolation methods. Also additionally, Li's PRNU enhancement is implemented.
This repository is for implementation of forgery detection methods I tested so far
Automated image forensics tool
Video Integrity Verification and GOP Size Estimation via Generalized Variation of Prediction Footprint
Algorithms published for Image forgery Identificatio in various papers published
Imago is a python tool that extract digital evidences from images.
IStego100K: Large-scale Image Steganalysis Dataset
JPEG Forgery Detection and Localization with Mode-based First Digit Features
extract the dct coefficient of jpeg images. Provide c and python interface.
JPEGsnoop: JPEG decoder and detailed analysis
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.