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adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

alternative-captioning-firefox-addon

Replaces non-descriptive image alt tags with a meaningful image caption

chroma-wrinkles

Chroma wrinkles detector from "Image Forensics from Chroma Subsampling of High-Quality JPEG Images", IH&MMSec 2019.

conrad

CONRAD Repository

dct-coefficient-decoder

Python wrapper for decoding DCT coefficients from JPEG-compressed images

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

docker-tor-privoxy-alpine

The smallest (15 MB!!) docker image with Tor and Privoxy on Alpine Linux

efficientnet-tensorflow

Reference models and tools for Cloud TPUs.

emotionrecognition

This application showcases the usage of an emotion recognition engine together with the Kinect body tracking.

expectation-maximization

Illustration of expectation maximization for study purposes

forensics-deadlines

:alarm_clock: Forensics conference deadline countdowns

gaussian-processes-for-camera-model-identification

"Reliable Camera Model Identification Using Sparse Gaussian Processes", IEEE Signal Processing Letters, 2021.

imageio

Python library for reading and writing image data

irtk

jpeglib

Python envelope for the popular C library libjpeg for handling JPEG files.

lagrangian-quantization-mwe

license-plates

Forensic Reconstruction of Severely Degraded License Plates, Electronic Imaging, 2019.

matching-game

Create a matching game using your personal photo library

metricam2

A consistent .NET SDK for Depth Cameras

natural-scene-statistics

Re-implementation of the natural scene statistics-based feature descriptor for scale factor estimation

nefarious

Manipulates your Nikon NEF files to (amongst other things) change the embedded preview jpeg

probabilistic-programming-and-bayesian-methods-for-hackers-1

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

reliable-jpeg-forensics

Bayesian logistic regression detector from "Reliable JPEG forensics via model uncertainty", WIFS 2020.

sing-pong

Sing Pong - Control the pong paddle with the pitch of your voice

steghide

tensorflow

An Open Source Machine Learning Framework for Everyone

tutorial-dlframework

Step-by-step tutorial to improve understanding of common operators in Deep Learning frameworks.

uncover_json_writer

JSON Writer for an Uncover tool

upscaling-artifacts

Frequency artifacts arising from upscaling