The paper "Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation" is available here: people.cs.umass.edu/~hzji...
Resnet18 throws exception on conversion to half floats
Hey, I have tried to launch the following code: from torchvision import models resnet = models.resnet18(pretrained=True).cpu() resnet.half() and have got an exception: libc++abi.dylib: terminating with uncaught exception of type std::invalid_argument: Unsupported tensor type Sounds like the halftensor type is not registered properly. But not sure why it’s the case. Using pytorch 0.2.0 py36_1cu75 soumith Any advice how to fix it?
My plain approach to faster and more practical cosine distance calculation
Статьи автора - http://spark-in.me/author/snakers41
Блог - http://spark-in.me
DigitalOcean: Cloud Computing, Simplicity at Scale
Providing developers and businesses a reliable, easy-to-use cloud computing platform of virtual servers (Droplets), object storage ( Spaces), and more.
Android 9 adds an updated version of the Neural networks API, to extend Android's support for accelerated on-device machine learning. Neural Networks 1.1 adds support for nine new ops -- Pad, BatchToSpaceND, SpaceToBatchND, Transpose, Strided Slice, Mean, Div, Sub, and Squeeze. A typical way to take advantage of the APIs is through TensorFlow Lite.
Introducing Android 9 Pie
After more than a year of development and months of testing by early adopters, we're ready to launch Android 9 Pie, the latest release of Android, to the world.
Android 9 harnesses the power of machine learning to make your phone smarter, simpler, and tailored to you. Read all about the new consumer features here. For developers, Android 9 includes many new ways to enhance your apps and build new experiences to drive engagement.
What I really like about UMAP author - he answers questions on the forums / invested a lot of time into explaining how UMAP and HDBSCAN work / built stellar docs and is overall a nice guy.
What I really like in practice - this combination works really well:
Pick up cool perks on our Patreon page: www.patreon.com/TwoMinutePapers The paper "Human-level performance in first-person multiplayer games with pop...
I have not seen people for whom DeepLab worked...and in my tests dilated convolutions were the same...though some claim they help with high-res images with small objects...
Ideas:
(0) Autofocus layer, a novel module that enhances the multi-scale processing of CNNs by learning to select the ‘appropriate’ scale for identifying different objects in an image
Dan Bader helps Python developers become more awesome. His tutorials, videos, and trainings have reached over half a million developers around the world.
- bag-of-embeddings is surprisingly good at capturing sentence-level properties, among other results
- language models are bad at modelling numerals and propose several strategies to improve them
- current state-of-the-art models fail to capture many simple inferences
- LSTM representations, even though they have been trained on one task, are not task-specific. They are often predictive of unintended aspects such as demographics in the data
- Word embedding-based methods exhibit competitive or even superior performance
Four common ways to introduce linguistic information into models:
- Via a pipeline-based approach, where linguistic categories are used as features;
- Via data augmentation, where the data is augmented with linguistic categories;
Пожалуй нет ни одной другой технологии сегодня, вокруг которой было бы столько мифов, лжи и некомпетентности. Врут журналисты, рассказывающие о технологии, врут...
Check out this Jupyter notebook!
Posted by Stephan Gouws, Research Scientist, Google Brain Team and Mostafa Dehghani, University of Amsterdam PhD student and Google Research...
Search available instances, configure launch settings, create instances
Hey, I have tried to launch the following code: from torchvision import models resnet = models.resnet18(pretrained=True).cpu() resnet.half() and have got an exception: libc++abi.dylib: terminating with uncaught exception of type std::invalid_argument: Unsupported tensor type Sounds like the halftensor type is not registered properly. But not sure why it’s the case. Using pytorch 0.2.0 py36_1cu75 soumith Any advice how to fix it?
2018 DS/ML digest 20 Статьи автора - http://spark-in.me/author/snakers41 Блог - http://spark-in.me
My plain approach to faster and more practical cosine distance calculation Статьи автора - http://spark-in.me/author/snakers41 Блог - http://spark-in.me
Originally published at spark-in.me on July 15, 2018.
ShuffleNetV2-pytorch - Implementation of ShuffleNetV2 for pytorch
Explore NumFOCUS Sponsored Projects, including: pandas, NumPy, Matplotlib, Jupyter, rOpenSci, Julia, Bokeh, PyMC3, Stan, nteract, SymPy, FEniCS, PyTables...
Providing developers and businesses a reliable, easy-to-use cloud computing platform of virtual servers (Droplets), object storage ( Spaces), and more.
After more than a year of development and months of testing by early adopters, we're ready to launch Android 9 Pie, the latest release of Android, to the world. Android 9 harnesses the power of machine learning to make your phone smarter, simpler, and tailored to you. Read all about the new consumer features here. For developers, Android 9 includes many new ways to enhance your apps and build new experiences to drive engagement.
umap - Uniform Manifold Approximation and Projection
GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
Dan Bader helps Python developers become more awesome. His tutorials, videos, and trainings have reached over half a million developers around the world.
Find ships on satellite images as quickly as possible
Пожалуй нет ни одной другой технологии сегодня, вокруг которой было бы столько мифов, лжи и некомпетентности. Врут журналисты, рассказывающие о технологии, врут...
keras - Deep Learning for humans