asteroza + deep   180

[1812.00417] Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Automating labeling of training data for machine learning, using Snorkel Drybell, an addon to Snorkel, an open source data labeling and management system
training  data  automated  labeling  snorkel  drybell  algorithm  research  google  deep  machine  learning 
5 days ago by asteroza
Towards Robotic Feeding: Role of Haptics in Fork-Based Food Manipulation - IEEE Journals & Magazine
Two stage neural net, using a general object classifier to locate food on a plate, then a second stage to ID the food to match against a database of force factors for how a robot arm holding a fork should skewer the food to grab it.
deep  machine  learning  vision  computer  neural  network  RetinaNet  SPnet  algorith  robotics  robot  arm  human  assistance  assistive  medicine  health  feeding 
10 days ago by asteroza
EOS | Electro Optic Systems | Optical Communications
Demoed a deep space lasercomm with Hayabusa 2 while it was at asteroid Ryugu?
deep  space  lasercomm  laser  communications  JAXA 
24 days ago by asteroza
Japanese government sponsored remote sensing data repository/platform, sorta open to the public. Geospatial data from three or so sats. Accessible via a Jupyter python notebook now. Suitable for deep/machine learning input. Not really OpenData though, and the notebook is pretty locked down, plus you need a login... Probably the data is locked down due to Pasco...
japan  geospatial  remote  sensing  data  information  repository  satellite  python  jupyter  notebook  deep  machine  learning 
25 days ago by asteroza
Vector and Line Quantization for Billion-scale Similarity Search on GPUs |
Hrm, I wonder if this hierarchical inverted index structure could be applied to specialist database software generally, or perhaps a general GPU database?
similarity  search  image  video  GPU  deep  machine  learning  approximate  nearest  neighbor 
10 weeks ago by asteroza
The Sound of Pixels
Recreating sound from images/video alone, sorta like lip reading. But it actually seems to pull off making music again (I suppose hirez video might be necessary)
deep  machine  learning  computer  vision  audio  sound  emulation  simulation  replication  music 
november 2018 by asteroza
Using a vibration sensor SoC with custom neural nets loaded for the specific surface it is paired to, you can turn a object/surface into a touchscreen of sorts. Notable is the NN is pretrained and loaded onto the SoC, so touch detection is done offline.
deep  machine  learning  vibration  detection  model  touch  interface  HCI  UI  hypersurface  surface  sensor  HID  hardware  electronics  devices 
november 2018 by asteroza
[1705.07386] DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution
Using GAN's to make a master/skeleton key equivalent fingerprint to match ALL THE PEOPLE. This will not end well. Plus the principles are probably applicable to any other biometric authentication, perhaps including DNA that is not full sequenced...
biometric  security  research  deep  machine  learning  GAN  masterkey  skeletonkey  master  fingerprint 
november 2018 by asteroza
NVIDIA/waveglow: A Flow-based Generative Network for Speech Synthesis
25x realtime, so you can respond in realtime if your text generating NN can keep up with the speech-to-text...
Nvidia  GPU  CUDA  deep  machine  learning  human  speech  synthesis  synthetic  voice  artificial  generative  network  software  audio  TTS 
november 2018 by asteroza
NotBacon | Microsoft Docs
So Microsoft/Azure felt left out after all the HotdogOrNot hype so...

But this is mostly a demo for Azure cloud hosted machine vision, not like HotdogOrNot's full offline neural net image recognition.
microsoft  azure  deep  machine  learning  computer  vision  bacon  C#  javascript  cloud  service 
october 2018 by asteroza
So a sketch and a pattern is enough for a full garment pattern producing neural net
clothing  fashion  apparel  sewing  garment  pattern  deep  machine  learning  image  recognition  3D  2D  modeling 
october 2018 by asteroza
Genius, cyptokitties with a desperate audience that will plow through whole fortunes down the drain!
humor  blockchain  ethereum  Crypko  card  collectible  game  GAN  deep  machine  learning  anime  character  illustration 
october 2018 by asteroza
ニュース | 株式会社データグリッド
Using GAN to generate japanese idol singer faces...
deep  machine  learning  GAN  idol  singer  face  generator 
july 2018 by asteroza
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