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hadryan's Projects

hiding-audio-in-images-using-deep-generative-network-with-adversarial-training icon hiding-audio-in-images-using-deep-generative-network-with-adversarial-training

In this work, we propose an end-to-end trainable model of Generative Adversarial Networks (GAN) which is engineered to hide audio data in images. Due to the non-stationary property of audio signals and lack of powerful tools, audio hiding in images was not explored well. We devised a deep generative model that consists of an auto-encoder as generator along with one discriminator that are trained to embed the message while, an exclusive extractor network with an audio discriminator is trained fundamentally to extract the hidden message from the encoded host signal. The encoded image is subjected to few common attacks and it is established that the message signal can not be hindered making the proposed method robust towards blurring, rotation, noise, and cropping. The one remarkable feature of our method is that it can be trained to recover against various attacks and hence can also be used for watermarking.

hivemind icon hivemind

Decentralized deep learning framework in pytorch. Built to train models on thousands of volunteers across the world.

hls-stream-creator icon hls-stream-creator

Simple Bash Script to take a media file, segment it and create an M3U8 playlist for serving using HLS

holotheme icon holotheme

A collection of (possibly useful) code I share between Android projects. A lot of it is related to using Holo-themed components in Android 2.1+

homelab icon homelab

My self-hosting infrastructure, fully automated from empty disk to operating services

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

honeycombs icon honeycombs

jQuery plugin for displaying images in a responsive honeycomb grid with caption support

hora icon hora

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

horizonal icon horizonal

Turn your static HTML document into a programmable slide show

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hover icon hover

A collection of CSS3 powered hover effects to be applied to links, buttons, logos, SVG, featured images and so on. Easily apply to your own elements, modify or just use for inspiration. Available in CSS, Sass, and LESS.

howtheytest icon howtheytest

A collection of public resources about how software companies test their software

htaccess icon htaccess

A collection of useful .htaccess snippets.

html-minifier icon html-minifier

Javascript-based HTML compressor/minifier (with Node.js support)

html2text icon html2text

A PHP component to convert HTML into a plain text format

html2text-1 icon html2text-1

PHP library to convert HTML to formatted plain text

htmltotext icon htmltotext

Best and most advanced html to text conversion library for php

http-request icon http-request

A web crawler, built to be easily dropped into PHP applications, which behaves just like a regular web browser, interpreting location redirects and storing cookies automatically.

huan icon huan

Encrypted PE Loader Generator

hub icon hub

Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai

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