tag > Generative
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Collection of recent DeepFake videos
Marilyn Monroe Deepfake:
Obama Deepfake:
Putin Deepfake:
Nic Cage Deepfakes mini compilation:
Steve Buscemi as Sharon Stone, Basic Instinct:
Putin Trump Deepfake:
Donald Trump as Michael Scott:
Merkel Trump Deepfake:
A New Hope but Obi Wan is played by Ewan McGregor:
Matt Damon:
Starttrek Picard :
Terminator:
I Interviewed my Top 5 Favorite TechTubers:
How I used DeepFakes to spoof Techtubers:
Exploring DeepFakes: https://hackernoon.com/exploring-deepfakes-20c9947c22d9
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Autonomous Generative Business (#AGB)
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MUNIT: Multimodal unsupervised image-to-image translation. Learn to translate one input dog image to a distribution of cat images without paired training data. #ML #Generative
Paper: https://arxiv.org/abs/1804.04732 - Code: github.com/nvlabs/munit
Tensorflow implementation: https://github.com/taki0112/MUNIT-Tensorflow
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Collection of Generative Video Editing Projects:
Dividation – Generative Music Video Editing (2015): http://www.juliastefan.com/dividation/
Computational Video Editing for Dialogue-Driven Scenes (2017):
http://graphics.stanford.edu/papers/roughcut/Magisto - Smart Video Editor & Maker (2018): https://www.magisto.com/
Kaffeine: Smart Video Editing using Machine Learning (2017):
http://www.kraenion.com/kaffeine/tech.htmlAdobe SceneStitch (2017):
https://www.theverge.com/2017/10/24/16533374/ai-fake-images-videos-edit-adobe-senseiFlo - Intelligent Camera & AI Movie Maker (2018):
https://itunes.apple.com/us/app/flo-intelligent-camera-ai-movie-maker/id1148937759?mt=8Lumen5 - Transform articles into videos in minutes (2018):
https://lumen5.comKlap - AI for automatic best moments detection (2018):
https://www.getklap.com/MovieGene: Evolutionary Video Production based on Genetic Algorithms (2007):
https://www.researchgate.net/publication/220867551_MovieGene_Evolutionary_Video_Production_Based_on_Genetic_Algorithms_and_Cinematic_PropertiesCreating video art with evolutionary algorithms (2007):
https://www.researchgate.net/publication/262361395_Creating_video_art_with_evolutionary_algorithmsNN assisted similar-movie-scene finding - by @quasimondo:
https://twitter.com/quasimondo/status/767107538089308160
https://twitter.com/quasimondo/status/766917626157158401Synopsis - Video metadata analysis and transcoding tools for artists, archival & retrieval, discovery, editorial and performance. Powered by OpenCV & TensorFlow. By @_vade:
https://github.com/synopsis
Videogrep: Automatic Supercuts with Python:
http://lav.io/2014/06/videogrep-automatic-supercuts-with-python/Neural network for video editing (patent, 2014):
https://patents.google.com/patent/WO2015109290A1Automated video editing will very soon be ‘good enough’ (2017):
http://alex4d.com/notes/item/automated-video-editing-is-now-good-enoughUnethical growth hacks: A look into the growing Youtube news bot epidemic (2018): https://hackernoon.com/unethical-growth-hacks-a-look-into-the-growing-youtube-news-bot-epidemic-e1ef8c98b605
videdit - A Deep Learning based automatic video editor: https://github.com/brunoklein99/videdit
What Happens When You Let Machines Edit All of Your Videos?: http://www.slate.com/blogs/future_tense/2014/09/12/automated_video_editing_livelight_and_other_machines_that_edit_raw_footage.html
I’m Worried About The Future of Editing:
https://larryjordan.com/blog/im-worried-about-the-future-of-editing/Case study of generative editing audiovisual project (2016):
http://2016.xcoax.org/pdf/xcoax2016-Berga.pdf -
Imagine This! Scripts to Compositions to Videos: #ML #Generative
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"Creating generative art with Javascript" - talk by @GalaxyKate at JSConf Iceland 2018:
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Musical Composition with Stochastic Context-Free Grammars: #ML #Generative #Music
https://pdfs.semanticscholar.org/ae9a/f878d3b91e2e154adf571182fa1e99aa0199.pdf
A Probabilistic Context-Free Grammar for Melodic Reduction:
https://pdfs.semanticscholar.org/5f33/c5a759e163b511d52b72c2b25ed48243f2fd.pdfModeling Musical Structure with Parametric Grammars:
http://www.grappa.univ-lille3.fr/~staworko/papers/staworko-mcm15.pdfProbabilistic Grammars for Music:
http://www.inf.ed.ac.uk/teaching/courses/mi/prac2/prob_grammars.pdfcfml: the context-free music language:
https://eis-blog.soe.ucsc.edu/2009/11/cfml-the-context-free-music-language/Music Generation and Algorithmic Composition:
https://www.cs.cmu.edu/~music/cmsip/slides/05-algo-comp.pdfGrammar Based Music Composition:
http://users.monash.edu/~jonmc/research/Papers/L-systemsMusic.pdf
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Convolutional Sketch Inversion: #ML #Generative
Paper: https://arxiv.org/abs/1606.03073
Code: https://github.com/TengdaHan/Convolutional_Sketch_Inversion
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Image Generation from Scene Graphs: https://arxiv.org/abs/1804.01622 #ML #Generative
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Stroke Controllable Fast Style Transfer: http://yongchengjing.com/StrokeControllable
Paper: https://arxiv.org/abs/1802.07101
Code: https://github.com/LouieYang/stroke-controllable-fast-style-transfer #ML #Generative
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Procedural Worlds from Simple Tiles: #ML #Generative
http://ijdykeman.github.io/ml/2017/10/12/wang-tile-procedural-generation.html -
code2vec: Learning Distributed Representations of Code:
https://arxiv.org/abs/1803.09473 #ML #Generative
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One hour of imaginary celebrities:
Progressive Growing of GANs for Improved Quality, Stability, and Variation by Nvidia
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Neural Baby Talk: a novel framework for image captioning that can produce natural language explicitly grounded in entities that object detectors find in the image. #ML #Generative
Research Paper: https://arxiv.org/abs/1803.09845
PyTorch Code: https://github.com/jiasenlu/NeuralBabyTalk -
World Models: "Can neural network agents dream, and learn inside of their own dream worlds?" - by David Ha & Jürgen Schmidhuber. Paper: https://arxiv.org/abs/1803.10122
Interactive Article: https://worldmodels.github.io/ #ML #Generative #Creativity #Games
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Learning to Localize Sound Source in Visual Scenes: https://arxiv.org/abs/1803.03849
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Neural Network Dreaming of Landscape Paintings for 10 Minutes - by Robbie Barrat:
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Generative Art/Design Projects which are intensely focused on the resulting artefacts, are in my opinion missing the point: Generativity is about focusing on process, beyond object fetishism.
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Generative Design in Minecraft (GDMC), Settlement Generation Competition:
https://arxiv.org/abs/1803.09853 #Generative #Design #Games #ML
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Expressive Speech Synthesis with Tacotron: #ML #Generative #Music
https://research.googleblog.com/2018/03/expressive-speech-synthesis-with.html
Research Paper: https://google.github.io/tacotron/publications/global_style_tokens...
