Author: Deep Learner

Weather

Official Pytorch Code for the paper TransWeather

Official Code for the paper TransWeather, Arxiv Tech Report 2021 Paper | Website About this repo: This repo hosts the implentation code, pre-trained weights, and dataset preparation details for the paper “TransWeather”. We also provide code for a strong transformer baseline for weather removal tasks. Introduction Removing adverse weather conditions like rain, fog, and snow from images is an important problem in many applications. Most methods proposed in the literature have been designed to deal with just removing one type […]

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Discord

Discord group chat leaver for python

I know many people who have fallen victim to these weird group chat spammers including me. I made this script to help those who don’t know how to solve this problem. Setting it up Download the latest verison of Python. Once installing, make sure to click “Add Python to PATH”. CD into the directory and type the following commands: pip3 install discord pip3 install asyncio GitHub View Github    

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Deep Learning

TLoL (Python Module) – League of Legends Deep Learning AI (Research and Development)

TLoL-py is the Python component of the TLoL League of Legends deep learning library.It provides a set of utility methods and classes to deal with League of Legendsgame playing, deep learning datasets and provides a library to build a deep learningagent which can play League of Legends. This module is currently updated to patch 11.23. About Disclaimer: This project is not affiliated with Riot Games in any way. If you are interested in using this project or are just curious, […]

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App

A real world application of a Recurrent Neural Network on a binary classification of time series data

What is this This is a real world application of a Recurrent Neural Network on a binary classification of time series data. This project includes data cleanup, model creation, fitting, and testing/reporting and was designed and analysed in less than 24 hours. Challenge and input Three input files were provided for this challenge: aigua.csv aire.csv amoni.csv (amoni_pred.csv is the same thing with integers rather than booleans) The objective is to train a Machine Learning classifier that can predict dangerous drift […]

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Stream

A live streaming chatroom involving multiple modalities, such as voice, gesture, and facial expression

A live streaming chatroom involving multiple modalities, such as voice, gesture, and facial expression. Introduction We focus on demonstrating the design, as well as highlighting the advantages and our considerations on design features, using the knowledge and design principles learned in CS3483. As mentioned in our previous design reports, the project is motivated by the limited chatroom in the live stream. This interface is designed for a better chatroom experience in a live streaming platform based on Twitch, which is […]

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Raspberrypi

An information scroller Twitter trends, news, weather for raspberry pi and Pimoroni Unicorn Hat Mini and Scroll Phat HD

An information scroller Twitter trends, news, weather for raspberry pi and Pimoroni Unicorn Hat Mini and Scroll Phat HD. Features include: Twitter trends for multiple locations Weather information with many options to display News Headlines with configurable items Bitcoin prices against other currencies Multithreaded configurable content fetching for smooth scrolling Day/Night time brightness for better visibility Configurable scroll speed Color configuration per scrolling content (unicorn hat only) Required Parts: Raspberry Pi of any kind Pimoroni Unicorn Hat Mini or Scroll […]

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Terminal

Colors in Terminal – Python Lang

About Colorate is an Open Source project that makes it easy to use Python color coding in your projects. After downloading the Colorate folder follow the tutorial below or also download example.py to understand how Colorate works. Import Colorate from Colorate.color import * Example use from Colorate.color import * # Import colorate # Example for use print(Color.Green + “Hello World!” + Color.

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Cropper

EyeLipCropper : a Python tool to crop eyes and mouth ROIs of the given video

EyeLipCropper is a Python tool to crop eyes and mouth ROIs of the given video. The whole process consists of three parts: frame extraction, face alignment, and eye/mouth cropping. The cropped eye/mouth image size can be customized. Usage Prerequisites >> python frame_extract.py -h usage: frame_extract.py [-h] [–video-path VIDEO_PATH] [–images-path IMAGES_PATH] extract frames with opencv optional arguments: -h, –help show this help message and exit –video-path VIDEO_PATH the input video path –images-path IMAGES_PATH the output frames path # default for test: […]

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Optimization

Convex Optimisation MVA course – Assignment

This repository contains the coding files of the third assignment in the MVA Convex Optimisation course. Usage To reproduce the results displayed in the report, please start by cloning the repository locally: git clone https://github.com/bglbrt/CVXOPTQP.git Then, install the required libraries: pip install -r requirements.txt To test the QP solver method against an open-source solver on randomly generated QP programs, run the dedicated testing file with: To obtain convergence plots for randomly generated LASSO dual optimisation problems, run the dedicated plotting […]

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