Telegram-канал "My Way To Deep Learning" — @MyWayToDeepLearning

My Way To Deep Learning

5 Jun 2020, 00:52

Репост из: Machinelearning

00:16

Single-Stage Semantic Segmentation from Image Labels

Github: https://github.com/visinf/1-stage-wseg

Paper: https://arxiv.org/abs/2005.08104

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My Way To Deep Learning

16 Apr 2020, 15:53

Репост из: Data Science by ODS.ai 🦜

Image Segmentation: tips and tricks from 39 Kaggle competitions

this article gave you some background into #image #segmentation tips and tricks
also, collect some tools and frameworks that you can use to start competing

the author overview:
* architectures
* training tricks
* losses
* pre-processing
* post processing
* ensembling
* tools and frameworks

link here

Image Segmentation: tips and tricks from 39 Kaggle competitions | Neptune Blog

Tips for building best Image Segmentation models. Best architectures, losses, metrics, training tricks, pre-processing and post-processing methods.

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My Way To Deep Learning

24 Jan 2020, 14:39

Репост из: Типичный программист

Google запустила сервис Dataset Search для удобного поиска наборов данных

С его помощью можно удобно искать нужную информацию среди 25 млн репозиториев, свободно доступных в интернете. Например, можно найти датасеты с сотнями бесплатных фоточек пёсиков или людей для обучения своей нейронки:

https://tprg.ru/dSOo

#datascience #google

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My Way To Deep Learning

20 Nov 2019, 13:06

Репост из: Data Science by ODS.ai 🦜

BodyPix: Real-time Person Segmentation in the Browser with TensorFlow.js

Released BodyPix 2.0 with #multiperson support and improved accuracy (based on ResNet50), a new API, weight quantization, and support for different image sizes with TensorFlow.js

It estimates and renders person and body-part segmentation at 25 fps on a 2018 15-inch MacBook Pro, and 21 fps on an iPhone X.

code: https://github.com/tensorflow/tfjs-models/tree/master/body-pix
demo: https://storage.googleapis.com/tfjs-models/demos/body-pix/index.html
blog: https://blog.tensorflow.org/2019/11/updated-bodypix-2.html

#dl #segmentation

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My Way To Deep Learning

27 May 2019, 19:52

https://t.me/matting_articles - chanel for Matting related articles

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My Way To Deep Learning

17 Apr 2019, 16:57

https://news.developer.nvidia.com/ai-software-automatically-removes-the-background-from-images/

Automatically Remove Backgrounds From Images - NVIDIA Developer News Center

Researchers from Adobe, the Beckman Institute for Advanced Science and Technology and University of Illinois at Urbana-Champaign developed a deep learning-based method that clips objects from photos and videos. Researchers have developed a number of different artificially intelligent programs to aut...

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My Way To Deep Learning

17 Apr 2019, 14:57

https://towardsdatascience.com/background-removal-with-deep-learning-c4f2104b3157

Background removal with deep learning

This post describes our work and research on the greenScreen.AI. We’ll be happy to hear thoughts and comments -On Twitter, Linkedin

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My Way To Deep Learning

13 Mar 2019, 08:44

https://machinelearningmastery.com/applications-of-deep-learning-for-computer-vision/

9 Applications of Deep Learning for Computer Vision

The field of computer vision is shifting from statistical methods to deep learning neural network methods. There are still many challenging problems to solve in computer vision. Nevertheless, deep learning methods are achieving state-of-the-art results on some specific problems. It is not just the p...

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My Way To Deep Learning

17 Feb 2019, 22:07

https://towardsdatascience.com/the-most-intuitive-and-easiest-guide-for-convolutional-neural-network-3607be47480

The Most Intuitive and Easiest Guide for Convolutional Neural Network

Demystifying Convolutional Neural Network for complete starters

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My Way To Deep Learning

4 Feb 2019, 14:10

Репост из: Data Science UA

MIT Technology Review проаналізували 16,625 документів, щоб з'ясувати, куди AI рухається далі.

Вони виявили три основні тенденції: перехід до машинного навчання в кінці 1990-х і на початку 2000-х років, зростання популярності нейронних мереж, що починається на початку 2010-х років, і зростання reinforcement learning за останні кілька років.

То що ж чекає нас у найближчі роки?

#datascienceua #datascience

We analyzed 16,625 papers to figure out where AI is headed next

Our study of 25 years of artificial-intelligence research suggests the era of deep learning may come to an end.

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My Way To Deep Learning

3 Feb 2019, 00:13

https://paperswithcode.com/sota

Browse the State-of-the-Art in Machine Learning

530 leaderboards • 975 tasks • 712 datasets • 9204 papers with code.

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My Way To Deep Learning

29 Jan 2019, 14:08

Deep Learning Frameworks

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My Way To Deep Learning

15 Jan 2019, 23:53

https://www.youtube.com/watch?v=RA1qN7i7jGA&list=PLJOzdkh8T5kpGiIQttuMwo3jLciewjd7R

00:00

Видео недоступно для предпросмотра

Смотреть в Telegram

001. Орг. вопросы и методика тестирования методов обучения - К. В. Воронцов

Курс "Машинное обучение"

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My Way To Deep Learning

15 Jan 2019, 23:30

https://www.youtube.com/watch?v=PXI3gwN-Nzc

00:00

Видео недоступно для предпросмотра

Смотреть в Telegram

Нейронные сети. Дмитрий Коробченко (NVIDIA)

Почему нейронные сети лежат в основе современного искусственного интеллекта? Обзор технологии Deep Learning: методы и задачи.

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My Way To Deep Learning

25 Dec 2018, 23:54

https://www.youtube.com/channel/UC5_6ZD6s8klmMu9TXEB_1IA

CodeEmporium

Everything new and interesting in Machine Learning, Deep Learning, Data Science, & Artificial Intelligence. Hoping to build a community of data science geeks...

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My Way To Deep Learning

7 Nov 2018, 22:35

https://www.fast.ai/ - dedicated to making the power of deep learning accessible to all

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My Way To Deep Learning

29 Oct 2018, 02:34

https://medium.com/machine-learning-for-humans/supervised-learning-740383a2feab

Machine Learning for Humans, Part 2.1: Supervised Learning

The two tasks of supervised learning: regression and classification. Linear regression, loss functions, and gradient descent.

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My Way To Deep Learning

22 Oct 2018, 17:21

Репост из: DataRoot Labs

Начал изучать Data Science, но запутался в миллионах доступных ресурсах?

Читай статью для тех, кто «сломался», изучая Data Science: https://www.kdnuggets.com/2018/10/learn-data-science-broke.html

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My Way To Deep Learning

15 Oct 2018, 10:40

Репост из: BZD • Книги для программистов

Machine Learning Projects for .NET Developers@bzd_channel.pdf

6.9Мб

#MachineLearning
[ENG]
Mathias Brandewinder | Machine Learning Projects for .NET Developers
#2015
@bzd_channel

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My Way To Deep Learning

15 Oct 2018, 10:37

Репост из: BZD • Книги для программистов

Чистый_Python_тонкости_программи.pdf

6.9Мб

#Python
[RU]
Д. Бейдер | Чистый Python. Тонкости программирования для профи.
#2018
@bzd_channel

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