Machine Learning

Real-time RGBD-based Extended Body Pose Estimation

rgbd-kinect-pose Real-time RGBD-based Extended Body Pose Estimation The output of our module is in SMPL-X parametric body mesh model: Combined system runs at 30 fps on a 2080ti GPU and 8 core @ 4GHz CPU. Build Prereqs: your nvidia driver should support cuda 10.2, Windows or Mac are not supported. Clone repo: Docker setup: Build docker image: run 2 cmds Attach your Azure Kinect camera Check your Azure Kinect camera is working inside Docker container: Enter Docker container: ./run_local.sh from […]

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Data Visualization

A fast and easy Data Visulaization tool running on python dash

YATA Yata is a fast, simple and easy Data Visulaization tool, running on python dash. The main goal of Yata is to provide a easy way for persons with little programming knowledge to visualize their data easily. Version v1.0yata This is Yata version 1. No way is it expected to work as we expect, it is the bare bones of the full application, you can test it out to get a general idea of how the script will work!. How […]

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Monitoring

A Prometheus exporter for monitoring & analyzing Grafana Labs’ technical documentation

grafana-docs-exporter A Prometheus exporter for monitoring & analyzing Grafana Labs’ technical documentation This exporter uses git to pull the newest versions of Grafana’s docs from the official repo. It then programmatically builds all the URLs to scrape those pages, just like Hugo does when it builds the actual docs website. These URLs are then scraped, parsed, analyzed, and exposed in Prometheus format. To add these metrics to your own Prometheus instance, just add this job to your prometheus.yml: – job_name: […]

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Checker

Data Quality Checker in Python

data-quality-checker Data Quality Checker in Python Check the basic quality of any dataset. Sneak Peek Requirements python 3.7 version streamlit 0.60 version pandas numpy matplotlib Usage Description for Local Run Install streamlit and other dependencies as mentioned in Requirements Clone the repository: git clonehttps://github.com/maladeep/palmerpenguins-streamlit-eda.git Run as streamlit run app.py OR Simply run the web app https://data-quality-checker.herokuapp.com/ GitHub https://github.com/maladeep/data-quality-checker    

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Images

Simple Python / ImageMagick script to package images into WAD3s

WADs Out For [The] Ladies Simple Python / ImageMagick script to package images into WAD3s for use as GoldSrc textures. Development mostly focused on Linux, where a native WAD file creator is MIA. wofl input1 [input2 …] output input1 [input2 …] are the input images output is the output WAD filename Example $ ./wofl.py pictures/file.jpg my_wad.wad $ echo $? 0 # success ImageMagick (its executables have to be in the system PATH) GitHub https://github.com/Schlufi/wofl    

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Scrape

mlscraper: Scrape data from HTML pages automatically with Machine Learning

mlscraper mlscraper allows you to extract structured data from HTML automatically with Machine Learning. You train it by providing a few examples of your desired output. It will then figure out the extraction rules for you automatically and afterwards you’ll be able to extract data from any new page you provide. How it works After you’ve defined the data you want to scrape, mlscraper will: find your samples inside the HTML DOM determine which rules/methods to apply for extraction extract […]

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Text-to-Speech

Towards Fast, Controllable and Lightweight Text-to-Speech synthesis

FCL-Taco2 Block diagram of FCL-taco2, where the decoder generates mel-spectrograms in AR mode within each phoneme and is shared for all phonemes. Training and inference scripts for FCL-taco2 Environment python 3.6.10 torch 1.3.1 chainer 6.0.0 espnet 8.0.0 apex 0.1 numpy 1.19.1 kaldiio 2.15.1 librosa 0.8.0 Training and inference: Step1. Data preparation & preprocessing Download LJSpeech Unpack downloaded LJSpeech-1.1.tar.bz2 to /xx/LJSpeech-1.1 Obtain the forced alignment information by using Montreal forced aligner tool. Or you can download our alignment results, then unpack […]

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Python

Defining and Calling Python Functions

A function is a self-contained block of code that encapsulates a specific task or related group of tasks. This course will show you how to define your own Python function. You’ll learn when to divide your program into separate user-defined functions and what tools you’ll need to do this. You’ll also learn the various ways to pass data into a function when calling it, which allows for different behavior from one invocation to the next. In this course, you’ll learn: […]

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Web Crawling & Web Scraping

Console application for downloading images from Reddit in Python

RedditImageScraper Console application for downloading images from Reddit in Python This short Python script was created for the mass-downloading of images from Reddit. It will be used later for creating data-sets for several Machine Learning projects. In order to use the script, you will have to have a Reddit account sign-up to create a developer account. You will be assigned a client_id and client_secret which you have to enter in config.ini before you run the script. Usage The -r parameter […]

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Music player

A simple music browser for the Music Player Daemon

mpdevil Mpdevil is a simple music browser for the Music Player Daemon (MPD) which is focused on playing local music without the need of managing playlists. Instead of maintaining a client side database of your music library mpdevil loads all tags and covers on demand. So you’ll never see any outdated information in the browser. Mpdevil strongly relies on tags. Features display large coversplay songs without doubleclicklyrics from www.letras.mus.brMPRIS interface (based on mpDris2)notifications on title changebasic queue manipulation (move and […]

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