AI Learns Van Gogh's Art
Artificial neural networks were inspired by the human brain and simulate how neurons behave when they are shown a sensory input (e.g., images, sounds, etc). They are known to be excellent tools for image recognition, any many other problems beyond that - they also excel at weather predictions, breast cancer cell mitosis detection, brain image segmentation and toxicity prediction among many others. Deep learning means that we use an artificial neural network with multiple layers, making it even more powerful for more difficult tasks.
This time they have been shown to be apt at reproducing the artistic style of many famous painters, such as Vincent Van Gogh and Pablo Picasso among many others. All the user needs to do is provide an input photograph and a target image from which the artistic style will be learned.
______________________
I promised some links, so here they come!
The paper "A Neural Algorithm of Artistic Style" is available here:
http://arxiv.org/abs/1508.06576v1
Disclaimer: I was not part of this research project, I am merely providing commentary on this work.
Recommended for you - Two Minute Papers episode on Artificial Neural Networks:
https://www.youtube.com/watch?v=rCWTOOgVXyE&index=3&list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e
Picasso meets Gandalf:
http://mashable.com/2015/08/29/computer-photos/
A nice website with many results:
https://deepart.io/
More examples with Picasso and some sketches:
http://imgur.com/a/jeJB6
Google DeepMind's Deep Q-learning algorithm plays Atari games:
https://www.youtube.com/watch?v=V1eYniJ0Rnk
The first implementations / source code packages are now available:
1. http://gitxiv.com/posts/jG46ukGod8R7Rdtud/a-neural-algorithm-of-artistic-style
2. https://github.com/kaishengtai/neuralart
3. https://github.com/jcjohnson/neural-style
A great read on Deep Dreaming Neural Networks:
http://googleresearch.blogspot.co.uk/2015/06/inceptionism-going-deeper-into-neural.html
Many of you have asked for the code. Some people w
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Two Minute Papers · Two Minute Papers · 7 of 60
1
2
3
4
5
6
▶
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Fluid Simulations with Blender and Wavelet Turbulence | Two Minute Papers #1
Two Minute Papers
Capturing Waves of Light With Femto-photography | Two Minute Papers #2
Two Minute Papers
Artificial Neural Networks and Deep Learning | Two Minute Papers #3
Two Minute Papers
Blender Rendering - Top 7 LuxRender Features
Two Minute Papers
Simulating Breaking Glass | Two Minute Papers #4
Two Minute Papers
Time Lapse Videos From Community Photos | Two Minute Papers #5
Two Minute Papers
AI Learns Van Gogh's Art
Two Minute Papers
Hydrographic Printing | Two Minute Papers #7
Two Minute Papers
Announcing LuxRender 1.5
Two Minute Papers
Digital Creatures Learn To Walk | Two Minute Papers #8
Two Minute Papers
Manipulating Photorealistic Renderings | Two Minute Papers #9
Two Minute Papers
Adaptive Fluid Simulations | Two Minute Papers #10
Two Minute Papers
Building Bridges With Flying Machines | Two Minute Papers #11
Two Minute Papers
Reconstructing Sound From Vibrations | Two Minute Papers #12
Two Minute Papers
Creating Photographs Using Deep Learning | Two Minute Papers #13
Two Minute Papers
Adaptive Cloth Simulations | Two Minute Papers #14
Two Minute Papers
Synthesizing Sound From Collisions | Two Minute Papers #15
Two Minute Papers
Metropolis Light Transport | Two Minute Papers #16
Two Minute Papers
3D Printing a Glockenspiel | Two Minute Papers #17
Two Minute Papers
Modeling Colliding and Merging Fluids | Two Minute Papers #18
Two Minute Papers
Recurrent Neural Network Writes Music and Shakespeare Novels | Two Minute Papers #19
Two Minute Papers
Gradients, Poisson's Equation and Light Transport | Two Minute Papers #20
Two Minute Papers
Real-Time Facial Expression Transfer | Two Minute Papers #21
Two Minute Papers
Automatic Lecture Notes From Videos | Two Minute Papers #22
Two Minute Papers
Be a Part of Two Minute Papers on Patreon!
Two Minute Papers
Recurrent Neural Network Writes Sentences About Images | Two Minute Papers #23
Two Minute Papers
How Does Deep Learning Work? | Two Minute Papers #24
Two Minute Papers
Cryptography, Perfect Secrecy and One Time Pads | Two Minute Papers #25
Two Minute Papers
Terrain Traversal with Reinforcement Learning | Two Minute Papers #26
Two Minute Papers
Multiple-Scattering Microfacet BSDFs with the Smith Model
Two Minute Papers
Google DeepMind's Deep Q-Learning & Superhuman Atari Gameplays | Two Minute Papers #27
Two Minute Papers
Are We Living In a Computer Simulation? | Two Minute Papers #28
Two Minute Papers
Artificial Superintelligence [Audio only] | Two Minute Papers #29
Two Minute Papers
Automatic Parameter Control for Metropolis Light Transport | Two Minute Papers #30
Two Minute Papers
Randomness and Bell's Inequality [Audio only] | Two Minute Papers #31
Two Minute Papers
OpenAI - Non-profit AI company by Elon Musk and Sam Altman
Two Minute Papers
How Do Genetic Algorithms Work? | Two Minute Papers #32
Two Minute Papers
Painting with Fluid Simulations | Two Minute Papers #33
Two Minute Papers
Peer Review #1 [Audio only] | Two Minute Papers
Two Minute Papers
Neural Programmer-Interpreters Learn To Write Programs | Two Minute Papers #34
Two Minute Papers
9 Cool Deep Learning Applications | Two Minute Papers #35
Two Minute Papers
Designing Cities and Furnitures With Machine Learning | Two Minute Papers #36
Two Minute Papers
Designing 3D Printable Robotic Creatures | Two Minute Papers #37
Two Minute Papers
3D Printing Objects With Caustics | Two Minute Papers #38
Two Minute Papers
Interactive Editing of Subsurface Scattering | Two Minute Papers #39
Two Minute Papers
Simulating Viscosity and Melting Fluids | Two Minute Papers #40
Two Minute Papers
What Do Virtual Objects Sound Like? | Two Minute Papers #41
Two Minute Papers
How DeepMind Conquered Go With Deep Learning (AlphaGo) | Two Minute Papers #42
Two Minute Papers
Breaking Deep Learning Systems With Adversarial Examples | Two Minute Papers #43
Two Minute Papers
Extrapolations and Crowdfunded Research (Experiment) | Two Minute Papers #44
Two Minute Papers
Biophysical Skin Aging Simulations | Two Minute Papers #45
Two Minute Papers
What is Impostor Syndrome? | Two Minute Papers #46
Two Minute Papers
Should You Take the Stairs at Work? (For Weight Loss) | Two Minute Papers #47
Two Minute Papers
Artistic Manipulation of Caustics | Two Minute Papers #48
Two Minute Papers
Deep Learning Program Learns to Paint | Two Minute Papers #49
Two Minute Papers
Interactive Photo Recoloring | Two Minute Papers #50
Two Minute Papers
How To Get Started With Machine Learning? | Two Minute Papers #51
Two Minute Papers
Awesome Research For Everyone! - Two Minute Papers Channel Trailer
Two Minute Papers
10 More Cool Deep Learning Applications | Two Minute Papers #52
Two Minute Papers
How DeepMind's AlphaGo Defeated Lee Sedol | Two Minute Papers #53
Two Minute Papers
More on: Generative Models
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Python Programming Course in Delhi
Medium · Python
Choosing the Right Architecture: A Software Engineer’s Field Guide to Neural Networks
Medium · Data Science
Chandra OCR 2: When Open Source Reads What Others Miss
Medium · Machine Learning
The hidden value of teaching ML to Non-ML teams
Medium · Machine Learning
🎓
Tutor Explanation
DeepCamp AI