Demonstration tutorial of retraining OpenAI’s GPT-2-small (a text-generating Transformer neural network) on a large public domain Project Gutenberg poetry corpus to generate high-quality English verse.
https://jalammar.github.io/illustrated-gpt2/
Other tutorial : https://medium.com/@ngwaifoong92/beginners-guide-to-retrain-gpt-2-117m-to-generate-custom-text-content-8bb5363d8b7f
https://github.com/minimaxir/gpt-2-simple
Example : http://textsynth.org/
Datasets :
https://www.kaggle.com/datasets
https://github.com/awesomedata/awesome-public-datasets
Scrap webpage with python :
https://www.crummy.com/software/BeautifulSoup/
https://github.com/EugenHotaj/beatles/blob/master/scraper.py
A collection of specifications and tools for 360° video and spatial audio, including:
Spatial Audio metadata specification
Spherical Video metadata specification
Spherical Video V2 metadata specification
VR180 Video Format VR180 video format
Spatial Media tools for injecting spatial media metadata in media files
https://github.com/google/spatial-media/releases/download/v2.1/360.Video.Metadata.Tool.mac.zip
https://github.com/google/spatial-media/releases/download/v2.1/360.Video.Metadata.Tool.win.zip
A standalone timeline app that can be controlled by and sends out its values via OSC.
A Posh based timeline that can be controlled by and sends out its values via OSC.
Brought to you by vvvv.
Requires Internet Explorer >= 10 to be installed on your system.
Looking for a binary download? Get it here.
A free and open-source intermedia sequencer
Enables precise and flexible scripting of interactive scenarios.
Control and score any OSC-compliant software or hardware:
Max/MSP, PureData, openFrameworks, Processing…
Mosaic is an open source multi-platform (osx, linux, windows) live coding and visual programming application, based on openFrameworks.
This project deals with the idea of integrate/amplify human-machine communication, offering a real-time flowchart based visual interface for high level creative coding. As live-coding scripting languages offer a high level coding environment, ofxVisualProgramming and the Mosaic Project as his parent layer container, aim at a high level visual-programming environment, with embedded multi scripting languages availability (Lua, GLSL, Python and BASH(macOS & linux) ).
As this project is based on openFrameworks, one of the goals is to offer as more objects as possible, using the pre-defined OF classes for trans-media manipulation (audio, text, image, video, electronics, computer vision), plus all the gigantic ofxaddons ecosystem actually available (machine learning, protocols, web, hardware interface, among a lot more).
While the described characteristics could potentially offer an extremely high complex result (OF and OFXADDONS ecosystem is really huge, and the possibility of multiple scripting languages could lead every unexperienced user to confusion), the idea behind the interface design aim at avoiding the "high complex" situation, embodying a direct and natural drag&drop connect/disconnet interface (mouse/trackpad) on the most basic level of interaction, adding text editing (keyboard) on a intermediate level of interaction (script editing), following most advanced level of interaction for experienced users (external devices communication, automated interaction, etc...)
Beats is a command-line drum machine. Feed it a song notated in YAML, and it will produce a precision-milled Wave file of impeccable timing and feel.
http://beatsdrummachine.com/tutorial/
http://tropone.de/2019/02/21/ungewoehnliche-wege-rhythmen-zu-programmieren-teil-2-beats-cl/
Open-source virtual modular synthesizer
https://vcvrack.com/manual/index.html
https://patchstorage.com/platform/vcv-rack/
https://community.vcvrack.com/
VCV was founded by Andrew Belt in 2016 and is based in Tennessee, USA. Its flagship product VCV Rack was released on September 10, 2017 at Knobcon after two years of development. It was based on an unreleased C++ modular audio engine written by Andrew in 2012.
Each letter of the alphabet is an operation, lowercase letters operate on bang, uppercase letters operate each frame. Orca is designed to control other applications, create procedural sequencers, and to experiment with livecoding. See the documentation and installation instructions here, or have a look at a tutorial video.
A
add: Outputs the sum of inputs.B
bool: Bangs if input is not empty, or 0.C
clock: Outputs a constant value based on the runtime frame.D
delay: Bangs on a fraction of the runtime frame.E
east: Moves eastward, or bangs.F
if: Bangs if both inputs are equal.G
generator: Writes distant operators with offset.H
halt: Stops southward operators from operating.I
increment: Increments southward operator.J
jumper: Outputs the northward operator.K
konkat: Outputs multiple variables.L
loop: Loops a number of eastward operators.M
modulo: Outputs the modulo of input.N
north: Moves Northward, or bangs.O
offset: Reads a distant operator with offset.P
push: Writes an eastward operator with offset.Q
query: Reads distant operators with offset.R
random: Outputs a random value.S
south: Moves southward, or bangs.T
track: Reads an eastward operator with offset.U
uturn: Reverses movement of inputs.V
variable: Reads and write globally available variables.W
west: Moves westward, or bangs.X
teleport: Writes a distant operator with offset.Y
jymper: Outputs the westward operator.Z
zoom: Moves eastwardly, respawns west on collision.*
bang: Bangs neighboring operators.#
comment: Comments a line, or characters until the next hash.:
midi: Sends a MIDI note.^
cc: Sends a MIDI CC value.;
udp: Sends a UDP message.=
osc: Sends a OSC message.enter
bang selected operator.shift+enter
toggle insert/write.space
toggle play/pause.>
increase BPM.<
decrease BPM.shift+arrowKey
Expand cursor.ctrl+arrowKey
Leap cursor.alt+arrowKey
Move selection.ctrl+c
copy selection.ctrl+x
cut selection.ctrl+v
paste selection.ctrl+z
undo.ctrl+shift+z
redo.]
increase grid size vertically.[
decrease grid size vertically.}
increase grid size horizontally.{
decrease grid size horizontally.ctrl/meta+]
increase program size vertically.ctrl/meta+[
decrease program size vertically.ctrl/meta+}
increase program size horizontally.ctrl/meta+{
decrease program size horizontally.ctrl+=
Zoom In.ctrl+-
Zoom Out.ctrl+0
Zoom Reset.tab
Toggle interface.backquote
Toggle background.Download the app here : https://hundredrabbits.itch.io/orca
Source code : https://github.com/hundredrabbits/Orca
Video tutorial : https://www.youtube.com/watch?v=RaI_TuISSJE
To test midi on Macosx : http://notahat.com/simplesynth
Activate the virtual Midi input on Macosx : https://help.ableton.com/hc/en-us/articles/209774225-Using-virtual-MIDI-buses
Pilot (another way to create music with orca from the same creators) :
Download the app here : https://hundredrabbits.itch.io/pilot
Source code : https://github.com/hundredrabbits/Pilot
A good explanation of the software in German : http://tropone.de/2019/03/13/orca-ein-sequenzer-der-kryptischer-nicht-aussehen-kann-und-ein-versuch-einer-anleitung/
Tapioca Toys Cardboard
Real-world interfaces built to play music, mold landscapes, draw… for kids & grown-ups.
The Cardboard Edition is the latest-born of our tapioca interfaces. We're introducing this compact, low-cost and low-tech version that's easy for us to mail and easy for you to build. All it does require is an iPhone, and not necessarily the latest kind: versions 5 to X are compatible. To learn more about the why and the how, visit our lab article.
ArchiveBox takes a list of website URLs you want to archive, and creates a local, static, browsable HTML clone of the content from those websites (it saves HTML, JS, media files, PDFs, images and more).
You can use it to preserve access to websites you care about by storing them locally offline. ArchiveBox imports lists of URLs, renders the pages in a headless, autheticated, user-scriptable browser, and then saves archive of the content in multiple redundant common formats (HTML, PDF, PNG, WARC) that will last long after the originals disappear off the internet. It automatically extracts assets and media from pages and saves them in easily-accessible folders, with out-of-the-box support for git repositories, audio, video, subtitles, images, PDFs, and more.
You don't need to write any code to create a simple story with Twine, but you can extend your stories with variables, conditional logic, images, CSS, and JavaScript when you're ready.
Twine publishes directly to HTML, so you can post your work nearly anywhere. Anything you create with it is completely free to use any way you like, including for commercial purposes.
Twine was originally created by Chris Klimas in 2009 and is now maintained by a whole bunch of people at several different repositories.
REXPaint is a powerful and user-friendly ASCII art editor. Use a wide variety of tools to create ANSI block/line art, roguelike mockups and maps, UI layouts, and for other game development needs. Originally an in-house dev tool used by Grid Sage Games for traditional roguelike development, this software has been made available to other developers and artists free of charge. While core functionality and tons of features already exist, occasional updates are known to happen.
With Multipaint, you can draw pictures with the color limitations of some typical 8-bit computer platforms. The screen formats supported are Commodore 64 high resolution, Commodore 64 multicolor, Commodore Plus/4 Hires, Commodore Plus/4 multicolor, ZX Spectrum, MSX 1 and Amstrad CPC0.
Multipaint features common drawing tools, color clash emulation, cut brushes, dither patterns, grid / snap, 20-step undo, spare page, magnify modes, direct executable export, export as source, import/export in native formats and much more.
Vuo is a kit for making a million different projects — apps, videos, prototypes, plugins, exhibits, live performance effects, and more. Even if you don't have programming experience, Vuo lets you build your own stuff for Mac.
Vuo is the Finnish word for flow, and that's what Vuo is about — supporting your creative flow. When you're creating, you want to focus on your ideas. You don't want to be distracted or frustrated trying to figure out how your tools work. Vuo helps you stay in the groove by making it easy to find the building blocks you want, put them together, and tweak your creation until it's just the way you want it.
Polycode is a C++ and Lua framework for building interactive applications. It is free, open source and cross-platform.
Field is a development environment for experimental code and digital art in the broadest of possible senses. While there are a great many development environments and digital art tools out there today, this one has been constructed with two key principles in mind:
Embrace and extend — rather than make a personal, private and pristine code utopia, Field tries to bridge to as many libraries, programming languages, and ways of doing things as possible. The world doesn't necessarily need another programming language or serial port library, nor do we have to pick and choose between data-flow systems, graphical user interfaces or purely textual programming — we can have it all in the right environment and we can both leverage the work of others and take control of our own tools and methods.
Live code makes anything possible — Field tries to replace as many "features" with editable code as it can. Its programming language of choice is Python — a world class, highly respected and incredibly flexible language. As such, Field is intensely customizable, with the glue between interface objects and data modifiable inside Field itself. Field takes seriously the idea that its user — you — are a programmer / artist doing serious work and that you should be able to reconfigure your tools to suit your domain and style as closely as possible.
Ezgif.com is simple online GIF maker and toolset for basic animated GIF editing. Here you can create, resize, crop, reverse, optimize, and apply some effects to gifs.
We call them "seeds". Each seed is a machine learning example you can start playing with. Explore, learn and grow them into whatever you like.
This channel was created for anyone that is curious about audio programming, digital signal processing (dsp) and creative coding- from the very basic concepts with no previous programming knowledge all the way up to building your own software instruments and applications in C++ with frameworks like Juce and openFrameworks.
PraxisLIVE
hybrid visual live programming
for creatives, for programmers, for students, for tinkerers
Imagine combining the best of Java or Processing with the best of visual node-based systems like Isadora, Quartz Composer or Node-RED;
imagine components defined like Processing sketches, so you're never constrained by what comes built-in; imagine forking components or creating new ones all while your project is running.
It's all a game of construction — some with a brush, some with a shovel, some choose a pen.
Jackson Pollock
…and some, including myself, choose neural networks. I’m an artist, and I've also been building commercial software for a long while. But art and software used to be two parallel tracks in my life; save for the occasional foray into generative art with Processing and computational photography, all my art was analog… until I discovered GANs (Generative Adversarial Networks).
Since the invention of GANs in 2014, the machine learning community has produced a number of deep, technical pieces about the technique (such as this one). This is not one of those pieces. Instead, I want to share in broad strokes some reasons why GANs are excellent artistic tools and the methods I have developed for creating my GAN-augmented art.
https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/
https://github.com/eriklindernoren/PyTorch-GAN
https://heartbeat.fritz.ai/introduction-to-generative-adversarial-networks-gans-35ef44f21193
https://github.com/nightrome/really-awesome-gan
https://github.com/zhangqianhui/AdversarialNetsPapers
https://github.com/io99/Resources
https://github.com/yunjey/pytorch-tutorial
https://github.com/bharathgs/Awesome-pytorch-list
https://old.reddit.com/r/MachineLearning
http://www.codingwoman.com/generative-adversarial-networks-entertaining-intro/
https://medium.com/@jonathan_hui/gan-gan-series-2d279f906e7b
https://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQ/videos
https://www.youtube.com/watch?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi&v=aircAruvnKk
https://www.youtube.com/watch?list=PLxt59R_fWVzT9bDxA76AHm3ig0Gg9S3So&v=ZzWaow1Rvho
Repaint your picture in the style of your favorite artist.
About
Our mission is to provide a novel artistic painting tool that allows everyone to create and share artistic pictures with just a few clicks. All you need to do is upload a photo and choose your favorite style. Our servers will then render your artwork for you. We apply an algorithm developed by Leon Gatys, Alexander Ecker and Matthias Bethge. The website was originally created by Łukasz Kidziński and Michał Warchoł. We have now joined forces to provide you with the latest technology in even more accessible way.
Our Team
Five researchers from the Bethge lab at University of Tübingen (Germany), CHILI Lab at École polytechnique fédérale de Lausanne (Switzerland) and Université catholique de Louvain (Belgium).
processing_cheat_sheet_english.pdf
An anatomical case study of the Amazon echo as a artificial intelligence system made of human labor
Thoroughly updated, this fourth edition focuses on modern techniques used to generate synthetic three-dimensional images in a fraction of a second. With the advent of programmable shaders, a wide variety of new algorithms have arisen and evolved over the past few years. This edition discusses current, practical rendering methods used in games and other applications. It also presents a solid theoretical framework and relevant mathematics for the field of interactive computer graphics, all in an approachable style. New to this edition: new chapter on VR and AR as well
An open source machine embroidery design platform based on Inkscape.
Ink/Stitch aims to be a full-fledged embroidery digitizing platform based entirely on free, open source software. Our goal is to be approachable for hobbyists while also providing the power needed by professional digitizers.
RACHEL is a portable plug-and-play server which stores educational websites and makes that content available over any local (offline) wireless connection. RACHEL makes deploying a library of digital content as easy as pushing a button.
Then simply turn it on. While RACHEL is on, take your device and connect to "RACHEL" as you would any wifi network. Then open a web browser and type the web address (a number listed on the front sticker of your RACHEL).
Once you're connected to RACHEL, you can instantly access offline versions of the world's best free educational websites including Wikipedia, Khan Academy, and over 100 more.
Demo :
http://rachelfriends.org/previews/rachelpi_64EN_4.0/
http://rachelfriends.org/previews/rachelpi_64FR_3.0/
http://rachelfriends.org/previews/rachelpi_64ES_3.0/
Build your own here : http://rachelfriends.org/rachel-pi-howto.html
Use the idle time on your computer (Windows, Mac, Linux, or Android) to cure diseases, study global warming, discover pulsars, and do many other types of scientific research.
You can choose to support projects such as Einstein@Home, IBM World Community Grid, and SETI@home, among many others. If you run several projects, try an account manager such as GridRepublic or BAM! .
Copying an element from a photo and pasting it into a painting is a challenging task. Applying photo compositing techniques in this context yields subpar results that look like a collage --- and existing painterly stylization algorithms, which are global, perform poorly when applied locally. We address these issues with a dedicated algorithm that carefully determines the local statistics to be transferred. We ensure both spatial and inter-scale statistical consistency and demonstrate that both aspects are key to generating quality results. To cope with the diversity of abstraction levels and types of paintings, we introduce a technique to adjust the parameters of the transfer depending on the painting. We show that our algorithm produces significantly better results than photo compositing or global stylization techniques and that it enables creative painterly edits that would be otherwise difficult to achieve.
The Aziz! Light Crew Freeliner is a live geometric animation software built with Processing. The documentation is a little sparse and the ux is rough but powerfull.
Also known as a!LcFreeliner. This software is feature-full geometric animation software built for live projection mapping. Development started in fall 2013.
It is made with Processing. It is licensed as GNU Lesser General Public License. A official release will occur once I have solidified the new architecture developed during this semester.
Using a computer mouse cursor the user can create geometric forms composed of line segments. These can be created in groups, also known as segmentGroup. To facilitate this task the software has features such as centering, snapping, nudging, fixed length segments, fixed angles, grids, and mouse sensitivity adjustment.
Chataigne is made with one goal in mind : create a common tool for artists, technicians and developers who wish to use technology and synchronize softwares for shows, interactive installations or prototyping. It aims to be as simple as possible for basic interactions, but can be easily extended to create complex interactions
Modular Video Plugins for Ableton Live
VIZZable is developed with love and released free to the community in the hopes of advancing the art of live audio-visual performance. If you get something out of VIZZable, please give something back to support its development.
All the bandcamp album made with Pure Data.
MoviePy is a Python module for video editing, which can be used for basic operations (like cuts, concatenations, title insertions), video compositing (a.k.a. non-linear editing), video processing, or to create advanced effects. It can read and write the most common video formats, including GIF.
Wildfire is a free and user-friendly image-processing software, mostly known for its sophisticated flame-fractal-generator. It is Java-based, open-source and runs on any major computer-plattform. There is also a special Android-version for mobile devices.
Spek (IPA: /spɛk/, ‘bacon’ in Dutch) helps to analyse your audio files by showing their spectrogram. Spek is free software available for Unix, Windows and Mac OS X.
Features
Supports all popular lossy and lossless audio file formats thanks to the FFmpeg libraries.
Ultra-fast signal processing, uses multiple threads to further speed up the analysis.
Shows the codec name and the audio signal parameters.
Allows to save the spectrogram as an image file.
Drag-and-drop support; associates with common audio file formats.
Auto-fitting time, frequency and spectral density rulers.
Adjustable spectral density range.
An extensive and extendable painting application with an extensive range of features, including: both bitmap and vector graphics; multiple layers; five kinds of color picker; patterns, textures, and gradients; dashed lines and arrowheads; a spirograph generator; and even a cellular automaton tool (pictured below).
Gifski converts video frames to GIF animations using pngquant's fancy features for efficient cross-frame palettes and temporal dithering. It produces animated GIFs that use thousands of colors per frame.
Release : https://github.com/ImageOptim/gifski/releases
Usage
I haven't finished implementing proper video import yet, so for now you need ffmpeg to convert video to PNG frames first:
ffmpeg -i video.mp4 frame%04d.png
and then make the GIF from the frames:
gifski -o file.gif frame*.png
See gifski -h for more options. The conversion might be a bit slow, because it takes a lot of effort to nicely massage these pixels. Also, you should suffer waiting like the poor users who will be downloading these huge files.
Fractorium and its associated command line tools can render fractal flames using the CPU, or OpenCL. In order to use OpenCL, you must have an nVidia card that has the Fermi architecture or later, or a recent AMD card. If you attempt to use an unsupported card, you will receive an error message and the CPU renderer will be used instead.