pmigdal + deep-learning   170

handong1587.github.io/2015-10-09-dl-tutorials.md at master · handong1587/handong1587.github.io
nice convnet pictures
Contribute to handong1587.github.io development by creating an account on GitHub.
convolution  deep-learning 
4 days ago by pmigdal
2nd place solution for the 2017 national datascience bowl – Julian de Wit – Freelance software/machine learning engineer.
Summary
This document describes my part of the 2nd prize solution to the Data Science Bowl 2017 hosted by Kaggle.com. I teamed up with Daniel Hammack. His part of the solution is decribed here The goal of the challenge was to predict the development of lung cancer in a patient given a set of CT images. Detailed descriptions of the challenge can be found on the Kaggle competition page and this blog post by Elias Vansteenkiste. My solution (and that of Daniel) was mainly based on nodul...
lung  cancer  3d-conv  deep-learning  health  unet 
21 days ago by pmigdal
Learning Deep Learning with Keras by Piotr Migdał
@DataScienceLA So, here is Learning Deep Learning with Keras, with your chart: I asked & hope you like it's usage :)
keras  deep-learning 
25 days ago by pmigdal
A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN
At Athelas, we use Convolutional Neural Networks(CNNs) for a lot more than just classification! In this post, we’ll see how CNNs can be used, with great results, in image instance segmentation. Ever…
rcnn  deep-learning  image-detection 
4 weeks ago by pmigdal
Deep Learning - What I actually do | What People Think I Do / What I Really Do | Know Your Meme
Writing Learning Deep Learning: spent one hour tracking one meme's origin (), another - creating its #Keras variant.
deep-learning  humour  meme  theano 
5 weeks ago by pmigdal
Deep learning for satellite imagery via image segmentation | deepsense.io
Turning satellite images into maps with #DeepLearning:
- insights from our 4th place in Dsl…
deep-learning  image-segmentation  unet  deepsense 
6 weeks ago by pmigdal
Learning to Learn by Gradient Descent by Gradient Descent
When I first came across DeepMind’s paper “Learning to learn by gradient descent by gradient descent”, my reaction was “Wow, how on earth does that work?”. Unfortunately, my first read-through of the…
tensorflow  meta-learning  deep-learning  gradient-descent 
6 weeks ago by pmigdal
Unsupervised sentiment neuron
We’ve developed an unsupervised system which learns an excellent representation of sentiment.
lstm  deep-learning  sentiment-analysis 
6 weeks ago by pmigdal
Distill: An Interactive, Visual Journal for Machine Learning Research
Chris Olah and Shan Carter from Google Brain are the founding editors
Yoshua Bengio (University of Montreal)
Mike Bostock (creator of d3)
Amanda Cox (New York Times)
Ian Goodfellow (Google Brain)
Andrej Karpathy (OpenAI)
Shakir Mohamed (DeepMind)
Michael Nielsen (Y Combinator Research)
Fernanda Viegas (Google Brain)
journal  openscience  machine-learning  deep-learning 
9 weeks ago by pmigdal
SKTBrain/DiscoGAN: Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
DiscoGAN - Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
gan  word2wec  analogies  deep-learning 
9 weeks ago by pmigdal
Picking an optimizer for Style Transfer – Slav – Medium
Have you ever woken up in the middle of the night and wondered whether Gradient Descent, Adam or Limited-memory Broyden–Fletcher–Goldfarb–Shanno will optimize your style transfer neural network…
neural-style  deep-learning  optimization 
9 weeks ago by pmigdal
Heumi/Fast_Multi_Style_Transfer-tf: Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
Fast_Multi_Style_Transfer-tf - Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
neural-style  deep-learning  tensorflow 
10 weeks ago by pmigdal
Machine Learning and Misinformation
Communication is an essential pillar of society. Humanity’s progression over the past millennium was largely driven by the development and evolution of commu...
deep-learning  news 
10 weeks ago by pmigdal
thomasj02/DeepLearningProjectWorkflow: Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016
DeepLearningProjectWorkflow - Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016
deep-learning 
11 weeks ago by pmigdal
Research Blog: Assisting Pathologists in Detecting Cancer with Deep Learning
ML & health: awesome news! (89% ML vs 73% human) Something my parents can appreciate more than detecting cats!
cancer  deep-learning 
11 weeks ago by pmigdal
Rethinking Generalization in Deep Learning – Intuition Machine – Medium
The ICLR 2017 submission “Understanding Deep Learning required Rethinking Generalization” [ICLR-1] is certainly going to disrupt our understanding of Deep Learning. Here is a summary of what they had…
deep-learning 
12 weeks ago by pmigdal
Rethinking Generalization in Deep Learning – Intuition Machine – Medium
The ICLR 2017 submission “Understanding Deep Learning required Rethinking Generalization” [ICLR-1] is certainly going to disrupt our understanding of Deep Learning. Here is a summary of what they had…
deep-learning 
12 weeks ago by pmigdal
[1702.07800] On the Origin of Deep Learning
On the Origin of Deep Learning:

A paper outstanding and remarkable in many ways.
deep-learning  history  science 
12 weeks ago by pmigdal
leehomyc/High-Res-Neural-Inpainting: High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
High-Res-Neural-Inpainting - High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
deep-learning 
february 2017 by pmigdal
Feel The Kern - Generating Proportional Fonts with AI - Main
A about a year ago I read two blog posts about generating fonts with deep learning;one by Erik Bernhardsson and TJ Torres at StitchFix. Inspired by their work I figured that I wanted to give fonts a go as well, so I set up a variational autoencoder* that would learn a low-dimensional representation of the word “Endless” from 1,639 different fonts, and was capable of generating very smooth interpolations between the different fonts, as can be seen in the animation below.
font  deep-learning 
february 2017 by pmigdal
Most-cited 100 Deep Learning Papers (2012~2016)
awesome-deep-learning-papers - The most cited deep learning papers
deep-learning  papers 
february 2017 by pmigdal
The AI Threat Isn't Skynet. It's the End of the Middle Class | WIRED
Yann LeCun's comment:

"AI will transform society, labor, and the economy. But the title of the article is somewhat misleading: it is not AI that threatens the middle class, it is technological progress in general (AI and otherwise) combined with policies that favor capital, at the expense of labor.
The process by which technological progress continuously increases productivity (GNP per capita), yet increases wealth inequality while leaving median income stagnant has been going on since the 198....
ai  deep-learning  basic-income  society 
february 2017 by pmigdal
The Alien Style of Deep Learning Generative Design – Intuition Machine – Medium
What happens when you have Deep Learning begin to generate your designs? The commons misconception would be that a machine’s design would look ‘mechanical’ or ‘logical’. However, what we seem to be…
art  deep-learning 
january 2017 by pmigdal
Neural Network Architectures
LeNet5, AlexNet, VGG, GoogLeNet, Inception, ResNet
deep-learning  convolution  architecture 
january 2017 by pmigdal
orobix/retina-unet: Retina blood vessel segmentation with a convolutional neural network
retina-unet - Retina blood vessel segmentation with a convolutional neural network
keras  segmentation  unet  deep-learning  eye  retina 
january 2017 by pmigdal
jocicmarko/ultrasound-nerve-segmentation: Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
ultrasound-nerve-segmentation - Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
keras  segmentation  unet  deep-learning 
january 2017 by pmigdal
Image Synthesis from Yahoo's open_nsfw
*deeper* dreems: Image Synthesis from Yahoo's open_nsfw

#DeepDream #DeepLearning #porn #nsfw a bit #wtf
nsfw  porn  deep-learning  deepdream  art 
january 2017 by pmigdal
Mushreco | Automatic mushroom recognition
Make a photo of a mushroom and see which species it is. Determine over 200 different species.
mushroom  image-recognition  deep-learning 
january 2017 by pmigdal
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