Author: Deep Learner

PyTorch

PyTorch implementation of Real-ESRGAN model

PyTorch implementation of a Real-ESRGAN model trained on custom dataset. This model shows better results on faces compared to the original version. It is also easier to integrate this model into your projects. You can try it in google colab Installation Clone repo git clone https://https://github.com/sberbank-ai/Real-ESRGAN cd Real-ESRGAN Install requirements pip install -r requirements.txt Download pretrained weights and put them into weights/ folder Usage Basic example:

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Generator

Generate malicious files using recently published homoglyphic-attack

Generate malicious files using recently published homoglyph-attack vulnerability, which was discovered at least in C, C++, C#, Go, Python, Rust, JS, … Cite from cve.mitre.org An issue was discovered in the character definitions of the Unicode Specification through 14.0. The specification allows an adversary to produce source code identifiers such as function names using homoglyphs that render visually identical to a target identifier. Adversaries can leverage this to inject code via adversarial identifier definitions in upstream software dependencies invoked deceptively […]

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Tool

A tool for hiding data inside of images

a tool for hiding data inside of images Quick test: do python steg-encode.py test/message.txt test/covid19.png to generate the test/covid19-output.png file, which has the file encoded now delete the original test/message.txt and test/covid19.png image now do python steg-decode.py test/covid19-output.png to retrieve the message.txt file again Encoding python steg-decode.py GitHub   To finish reading, please visit source site

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Encryption

A hybrid(AES + RSA) encryptor in python

A hybrid(AES + RSA) encryptor in python.Tasted on Windows and Linux(Kali). Install Requirements Use the package manager pip to install requirements. pip install pycryptodome rich Usage python cryptor.py -g path/to/save/rsa_keys # Generating RSA Public and RSA Private Keys python cryptor.py -e -f [“file1”

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Home Assistant

Home Assistant Configuration with python

Here’s my Home Assistant configuration. I have installed HA on a Lenovo ThinkCentre M93P Tiny with an Intel Dual-Core i5-4570T Processor up to 3.60 GHz, 8GB RAM and 240GB SSD. I am currently running HA OS directly on the NUC I regularly update my configuration files. If you like anything here, Be sure to 🌟 my repo! Some of the devices and services that I use with HA Lights and Switches Security Voice Interaction Notifications: Weather and Climate related My […]

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Deep Learning

A collection of easy-to-use, ready-to-use, interesting deep neural network models

Interesting and reproducible research works should be conserved.Unfortunately, too many model repositories provide different ways to use.It is an obstacle for people who just want to use them right away, especially for those without luxury to (re)train big deep learning models.This repository aims to wrap a collection of deep neural network models into a simple and consistent API. Installation pip install git+https://github.com/ariaghora/ezpznet It depends mainly on pytorch and torchvision. Pretrained weights Each model will download its own pretrained weight (once […]

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Automation

CI repo for building Skia as a shared library

This repo is dedicated to building Skia binaries for use in Skija. Prebuilt binaries Prebuilt binaries can be found in releases. Building next version of Skia Update version in .github/workflows/build.yml. Building locally python3 script/checkout.py –version m91-b99622c05a python3 script/build.py python3 script/archive.py To build a debug build: python3 script/checkout.py –version m91-b99622c05a python3 script/build.py –build-type Debug python3 script/archive.py –build-type Debug GitHub View Github    

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Simulation

Port of Uxn to digital hardware in the Logisim simulator

Implements the Uxn instruction set in digital hardware. Very WIP. Contents Known Bugs The program counter doesn’t reset to 0x0100 To fix this, hold down the Reset button attached to the program counter and press Ctrl-T twice to advance the clock. This should set it to 0x0100 and program execution can begin. If your ROM contains absolute addressing then you’ll need to manualy zero-pad it to start at 0x0100

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