โโEnd-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography
Researchers from #GoogleAi and #Stanford published work today in #Nature that shows great potential to use machine learning to help catch more lung cancer cases earlier and increase survival likelihood.
Link: http://go.nature.com/2LSMaAz
#LungCancer #Cancer #biolearning #healthcare #DL #CV
Researchers from #GoogleAi and #Stanford published work today in #Nature that shows great potential to use machine learning to help catch more lung cancer cases earlier and increase survival likelihood.
Link: http://go.nature.com/2LSMaAz
#LungCancer #Cancer #biolearning #healthcare #DL #CV
New deep learning framework from Facebook
Pythia is a deep learning framework that supports multitasking in the vision and language domain. Built on our open-source #PyTorch framework, the modular, plug-and-play design enables researchers to quickly build, reproduce, and benchmark AI models. #Pythia is designed for vision and language tasks, such as answering questions related to visual data and automatically generating image captions.
Link: https://code.fb.com/ai-research/pythia/
GitHub: https://github.com/facebookresearch/pythia
#Facebook #FacebookAI #DL #CV #multimodal
Pythia is a deep learning framework that supports multitasking in the vision and language domain. Built on our open-source #PyTorch framework, the modular, plug-and-play design enables researchers to quickly build, reproduce, and benchmark AI models. #Pythia is designed for vision and language tasks, such as answering questions related to visual data and automatically generating image captions.
Link: https://code.fb.com/ai-research/pythia/
GitHub: https://github.com/facebookresearch/pythia
#Facebook #FacebookAI #DL #CV #multimodal
Engineering at Meta
Releasing Pythia for vision and language multimodal AI models
Pythia is a new open source deep learning framework that enables researchers to quickly build, reproduce, and benchmark AI models.
Parisian Open Data Science branch is growing!
Come to have a coffee with a fellow Data Scientists. We speak English, Russian or French. This Saturday, 25th of May, at 10h30 at Malongo Cafe, 50 Rue Saint-Andrรฉ des Arts.
Come to have a coffee with a fellow Data Scientists. We speak English, Russian or French. This Saturday, 25th of May, at 10h30 at Malongo Cafe, 50 Rue Saint-Andrรฉ des Arts.
Parallel Neural Text-to-Speech
#Baidu Research team has reached a new milestone in text-to-speech (#TTS) with the release of the first fully parallel neural TTS system. It generates speech from text with a single feed-forward pass, which brings ~17.5X speed-up over previous autoregressive models.
Link: https://arxiv.org/pdf/1905.08459.pdf
#Baidu Research team has reached a new milestone in text-to-speech (#TTS) with the release of the first fully parallel neural TTS system. It generates speech from text with a single feed-forward pass, which brings ~17.5X speed-up over previous autoregressive models.
Link: https://arxiv.org/pdf/1905.08459.pdf
โโHead animation from single shot by #SamsungAI team
Samsung researchers have released a model that can generate faces in new poses from just a single image/frame (for each of face, pose). Done by building a well-trained landmark model in advance & one-shotting from that, using keypoints, adaptive instance norms and GANs. Model performs no 3D face modelling!
ArXiV: https://arxiv.org/abs/1905.08233v1
Youtube: https://www.youtube.com/watch?v=p1b5aiTrGzY
#GAN #CV #DL
Samsung researchers have released a model that can generate faces in new poses from just a single image/frame (for each of face, pose). Done by building a well-trained landmark model in advance & one-shotting from that, using keypoints, adaptive instance norms and GANs. Model performs no 3D face modelling!
ArXiV: https://arxiv.org/abs/1905.08233v1
Youtube: https://www.youtube.com/watch?v=p1b5aiTrGzY
#GAN #CV #DL
โโRecovering person appereance from personโs speech
As the result of the research, much resembling facial image of a person reconstructed from short audio recording of that person speaking.
ArXiV: https://arxiv.org/pdf/1905.09773v1.pdf
#speech #audiolearning #CV #DL #face
As the result of the research, much resembling facial image of a person reconstructed from short audio recording of that person speaking.
ArXiV: https://arxiv.org/pdf/1905.09773v1.pdf
#speech #audiolearning #CV #DL #face
๐ฎ๐นIf by any chance you are in Venice for week or two and would like to meet and talk about Data Science and have some caffe normale, pm @malev.
โโSet of animated Artificial Intelligence cheatsheets covering Stanford's CS 221 class:
Reflex-based: http://stanford.io/2EqNPHy
States-based: http://stanford.io/2wh4F7u
Variables-based: http://stanford.io/2HAiAfh
Logic-based: http://stanford.io/2M7taia
GitHub: https://github.com/afshinea/stanford-cs-221-artificial-intelligence
#cheatsheet #Stanford
Reflex-based: http://stanford.io/2EqNPHy
States-based: http://stanford.io/2wh4F7u
Variables-based: http://stanford.io/2HAiAfh
Logic-based: http://stanford.io/2M7taia
GitHub: https://github.com/afshinea/stanford-cs-221-artificial-intelligence
#cheatsheet #Stanford
MetroTwitter - What Twitter reveals about the differences between cities and the monoculture of the Bay Area
Researcher collected 96K bios + 180M tweets from Twitters users in 13 major cities and visualized the differences between these cities:
- How people describe themselves
- What they talk about
- Popular emojis
- Most unique city
Code and data are open-sourced.
Website: https://huyenchip.com/2019/05/28/metrotwitter.html
GitHub: https://github.com/chiphuyen/MetroTwitter
#openresearch
Researcher collected 96K bios + 180M tweets from Twitters users in 13 major cities and visualized the differences between these cities:
- How people describe themselves
- What they talk about
- Popular emojis
- Most unique city
Code and data are open-sourced.
Website: https://huyenchip.com/2019/05/28/metrotwitter.html
GitHub: https://github.com/chiphuyen/MetroTwitter
#openresearch
Huyenchip
MetroTwitter - What Twitter reveals about the differences between cities and the monoculture of the Bay Area
Disclaimer:
Small $ 60 camera for #CV tasks
JeVois โ video sensor + quad-core CPU + USB video + serial port, all in a tiny, self-contained package size of a small coin.
YouTube: https://www.youtube.com/watch?v=7cTfOckkGlE
Project site: http://jevois.org
Link for shop: https://www.jevoisinc.com
#deeplearning #hardware #tensorflow
JeVois โ video sensor + quad-core CPU + USB video + serial port, all in a tiny, self-contained package size of a small coin.
YouTube: https://www.youtube.com/watch?v=7cTfOckkGlE
Project site: http://jevois.org
Link for shop: https://www.jevoisinc.com
#deeplearning #hardware #tensorflow
YouTube
JeVois smart machine vision camera: kickstarter video
Open-source quad-core camera effortlessly adds powerful machine vision to all your PC/Arduino/Raspberry Pi projects.
http://jevois.org
Open-source machine vision finally ready for prime-time in all your projects!
JeVois = video sensor + quad-core CPUโฆ
http://jevois.org
Open-source machine vision finally ready for prime-time in all your projects!
JeVois = video sensor + quad-core CPUโฆ
Panel: A high-level app and dashboarding solution for the PyData ecosystem.
New framework for handling python dashboards.
Link: https://medium.com/@philipp.jfr/panel-announcement-2107c2b15f52
#vizualization #panel #metrics #dashboard #python
New framework for handling python dashboards.
Link: https://medium.com/@philipp.jfr/panel-announcement-2107c2b15f52
#vizualization #panel #metrics #dashboard #python
Medium
Panel
A high-level app and dashboarding solution for the PyData ecosystem.
โโAI Portraits - how AI sees you
Winner of the art contest. Blend of the art and technology.
Link: https://museaward.com/winners/6/972/2471
#face #dl #cv
Winner of the art contest. Blend of the art and technology.
Link: https://museaward.com/winners/6/972/2471
#face #dl #cv
Microsoft quietly deleted largest public face recognition data set
This dataset was used for many projects. If you have available and want to preserve it with the respect to the initial copyrights, pm @malev.
Link: https://www.ft.com/content/7d3e0d6a-87a0-11e9-a028-86cea8523dc2
This dataset was used for many projects. If you have available and want to preserve it with the respect to the initial copyrights, pm @malev.
Link: https://www.ft.com/content/7d3e0d6a-87a0-11e9-a028-86cea8523dc2
Ft
Microsoft quietly deletes largest public face recognition data set
Stanford and Duke universities also remove facial recognition data
โโStanford researchers develop artificial intelligence tool to help detect brain aneurysms
Neural net for brain aneurysms detection
Link: https://news.stanford.edu/2019/06/07/ai-tool-helps-radiologists-detect-brain-aneurysms/
#CV #DL #healthcare #AI
Neural net for brain aneurysms detection
Link: https://news.stanford.edu/2019/06/07/ai-tool-helps-radiologists-detect-brain-aneurysms/
#CV #DL #healthcare #AI
Moscow ML Trainings telegram channel!
ML Trainings are based on Kaggle and other platform competitions and are held regularly with free attendance and a live stream. Winners and top performing participants discuss competition tasks, share their solutions, and results.
Join to watch videos from past ML Trainings and stay informed about new ones.
* Note: Now most of the videos are in Russian, but soon we English language / subtitle videos will be added, stay tuned and join channel.
Link: @mltrainings
ML Trainings are based on Kaggle and other platform competitions and are held regularly with free attendance and a live stream. Winners and top performing participants discuss competition tasks, share their solutions, and results.
Join to watch videos from past ML Trainings and stay informed about new ones.
* Note: Now most of the videos are in Russian, but soon we English language / subtitle videos will be added, stay tuned and join channel.
Link: @mltrainings
Machine Learning for Everyone.
The best general intro post about Machine Learning, covering everything you need to know not to get overxcited about SkyNet and to get general understanding of all #ML / #AI hype. You can surely save this post into ยซSaved messagesยป and forward it to your friends to make them familiar with the subject
Link: https://vas3k.com/blog/machine_learning/
#entrylevel #novice #general
The best general intro post about Machine Learning, covering everything you need to know not to get overxcited about SkyNet and to get general understanding of all #ML / #AI hype. You can surely save this post into ยซSaved messagesยป and forward it to your friends to make them familiar with the subject
Link: https://vas3k.com/blog/machine_learning/
#entrylevel #novice #general
Vas3K
None
How to read any scientific paper
Reading any paper is hard. And let's admit, it takes time and cognitive resources. Sometimes it may take hours to understand 1 page. If you are constantly skipping or have no clue at all on how to read scientific paper, there is a guide from TNW.
Link: https://thenextweb.com/basics/2019/06/14/how-to-read-a-scientific-research-paper/
#general
Reading any paper is hard. And let's admit, it takes time and cognitive resources. Sometimes it may take hours to understand 1 page. If you are constantly skipping or have no clue at all on how to read scientific paper, there is a guide from TNW.
Link: https://thenextweb.com/basics/2019/06/14/how-to-read-a-scientific-research-paper/
#general
The Next Web
How to read a scientific research paper
Welcome to TNW Basics, a collection of tips, guides, and advice on how to easily get the most out of your gadgets, apps, and other stuff. One of the most important skills any discerning media consumer can have is the ability to comprehend a scientific researchโฆ
โโUsing AI to generate recipes from food images
Facebook developed image 2 recipe architecture.
Link: https://ai.facebook.com/blog/inverse-cooking/
Paper: https://research.fb.com/publications/inverse-cooking-recipe-generation-from-food-images/
Code: https://github.com/facebookresearch/inversecooking
#CV #DL
Facebook developed image 2 recipe architecture.
Link: https://ai.facebook.com/blog/inverse-cooking/
Paper: https://research.fb.com/publications/inverse-cooking-recipe-generation-from-food-images/
Code: https://github.com/facebookresearch/inversecooking
#CV #DL
ODS breakfast in Paris! See you this Saturday at 10:30 at Malongo Cafรฉ, 50 Rue Saint-Andrรฉ des Arts.