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Tensorflow(@CVision)

Feature Visualization
How neural networks build up their understanding of images

https://distill.pub/2017/feature-visualization/

#CNN #convolutional_neutral_network
#Visualization

Distill

Feature Visualization

How neural networks build up their understanding of images

2.8K viewsAlireza Akhavan, 05:48

Tensorflow(@CVision)

تبدیل صوت شما به صوت فرد دیگر با یادگیری عمیق!

Voice Style Transfer using Deep Learning

It takes a snippet of speech and then translates the snippet of speech using the voice style of another person.

🔗 https://medium.com/intuitionmachine/voice-style-transfer-using-deep-learning-d173f1608af5
🔗 https://avdnoord.github.io/homepage/vqvae/

کاری مشابه با تبدیل چهره https://news.1rj.ru/str/cvision/349 اما در حوزه ی صدا...

#virtual_talking #Style_Transfer
#deep_learning #Voice

Medium

Autoregressive Networks: the Obscure Kind of Generative Network

Another shocker from the insane world of Deep Learning:

3.16K viewsAlireza Akhavan, edited 07:29

Tensorflow(@CVision)

تنسرفلو 5-امین پروژه محبوب در Github از بین بیش از 2 میلیون پروژه ی موجود در این سایت...

The most popular repositories on #Github:
(2017 09 November)
http://bit.ly/1L7jRWz

#github #Tensorflow

3.26K viewsAlireza Akhavan, edited 17:55

Tensorflow(@CVision)

Capsule Networks Explained
(November 10, 2017 by Kendrick Tan )
https://kndrck.co/posts/capsule_networks_explained/

مرتبط با:
https://news.1rj.ru/str/cvision/355
https://news.1rj.ru/str/cvision/362
https://news.1rj.ru/str/cvision/363

🙏Thanks to: @cyberbully_gng
#CapsNet #Hinton #Deep_learning

kndrck.co

Capsule Networks Explained

Assumed Knowledge: Convolutional Neural Networks, Variational Autoencoders
Disclaimer: This article does not cover the mathematics behind Capsule Networks, but rather the intuition and motivation behind them.
What are Capsule Networks and why do they exist?…

1.9K viewsAlireza Akhavan, 12:48

Tensorflow(@CVision)

Software 2.0
اندره کارپاسی، مدیر هوش مصنوعی تسلا، شبکه های عصبی را نرم افزار 2 نامید...
او معتقد است شبکه های عصبی تنها یک طبقه بند دیگرنیستند، بلکه آنها نشان دهنده آغاز یک تغییر اساسی در نحوه نوشتن نرم افزار می باشد. آنها نرم افزار 2.0 هستند...

https://medium.com/@karpathy/software-2-0-a64152b37c35

#software2 #karpathy #tesla #neural_network

Medium

Software 2.0

I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”. They have some pros and cons, they…

3.21K viewsAlireza Akhavan, 03:35

Tensorflow(@CVision)

بازشناسی احساسات از روی صدا با شبکه عصبی عمیق VGG16

Researchers teach computer to recognize emotions in speech!

...trained a neural network to recognize eight different emotions: neutral, calm, happy, sad, angry, scared, disgusted, and surprised. In 70% of cases the computer identified the emotion correctly, say the researchers. ...

https://www.eurekalert.org/pub_releases/2017-11/nruh-rtc110817.php

Related paper:
🔗 Emotion Recognition in Sound:
https://link.springer.com/chapter/10.1007/978-3-319-66604-4_18

#deep_learning #emotion #sound

EurekAlert!

Researchers teach computer to recognize emotions in speech

Experts of the Faculty of Informatics, Mathematics, and Computer Science at the Higher School of Economics have created an automatic system capable of identifying emotions in the sound of a voice. Their report was presented at a major international conference…

3.15K viewsAlireza Akhavan, 12:54

Tensorflow(@CVision)

Online Deep Learning: Learning Deep Neural Networks on the Fly

https://arxiv.org/abs/1711.03705

#deep_learning #online_learning

2.66K viewsAlireza Akhavan, 07:10

Tensorflow(@CVision)

یادگیری عمیق چیست و چه کاری که قبلا نمیتوانستیم انجام دهیم را برایمان حل کرده؟!

A Primer on Deep Learning
[ Posted by Amelia Matteson on October 27, 2017]

https://www.datasciencecentral.com/profiles/blogs/a-primer-on-deep-learning

#deep_learning

Datasciencecentral

A Primer on Deep Learning

This article was written by Dallin Akagi.
What is deep learning?
I like to use the following three-part definition as a baseline. Deep learning is:

a collecti…

1.76K viewsAlireza Akhavan, 16:19

Tensorflow(@CVision)

برخی از مقالات جالب در حوزه ی بینایی ماشین در سال 2017

Some interesting Computer Vision papers from ICCV 2017

https://medium.com/@sarfarazhusein/some-interesting-computer-vision-papers-from-iccv-2017-94d245e9dd05

#computer_vision

Medium

Some interesting Computer Vision papers from ICCV 2017

The International Conference on Computer Vision (ICCV) is one of the top-tier conferences in computer vision. This year it was held in…

2.64K viewsAlireza Akhavan, edited 17:26

Tensorflow(@CVision)

گوگل پیشنمایش تنسرفلو لایت را برای توسعه دهندگان موبایل معرفی کرد.

#TensorFlow_Lite

https://developers.googleblog.com/2017/11/announcing-tensorflow-lite.html

مرتبط با https://news.1rj.ru/str/cvision/208

3.61K viewsAlireza Akhavan, 05:27

Tensorflow(@CVision)

#کتاب رایگان
Considering TensorFlow for the Enterprise
[November 2017, First Edition]
http://www.oreilly.com/data/free/considering-tensorflow-for-the-enterprise.csp

#Oreilly #book #tensorflow #free

2.92K viewsAlireza Akhavan, edited 07:20

Tensorflow(@CVision)

معرفی #کورس ، #آموزش

Accelerating Deep Learning with GPU (Beta)

https://cognitiveclass.ai/courses/accelerating-deep-learning-gpu/

#deep_learning #GPU

cognitiveclass.ai

Accelerating Deep Learning with GPU (Course is currently being updated) - Cognitive Class

Please note that this course is currently not available as it is being updated. In the previous courses, we learned to use TensorFlow and Deep Leaning, providing some simple and fast-to-run examples. But, have you ever tried to train a complex deep learning…

3.01K viewsAlireza Akhavan, edited 10:11

Tensorflow(@CVision)

1:53

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آینده ی بسیار وحشتناک هوش مصنوعی، ربات پرنده کوچک قاتل مجهز به تشخیص چهره و هدایت خودکار!
#Killer_Drones
فیلم کامل:
https://www.youtube.com/watch?v=TlO2gcs1YvM

30.2K viewsAlireza Akhavan, 16:21

Tensorflow(@CVision)

#خبر
Google Developers Blog:
Introducing #TensorFlow Feature Columns

https://developers.googleblog.com/2017/11/introducing-tensorflow-feature-columns.html?m=1

🙏Thanks to: @MohsenF91

Googleblog

Introducing TensorFlow Feature Columns

News and insights on Google platforms, tools, and events.

2.04K viewsAlireza Akhavan, 03:27

Tensorflow(@CVision)

Artificial Intelligence, Machine Learning and Deep Learning...

2.01K viewsAlireza Akhavan, 16:27

Tensorflow(@CVision)

فروش لپ تاپ مخصوص دیپ لرنینگ و تنسرفلوکارها!

https://lambdal.com/products/tensorbook

Lambdal

Deep Learning Laptop for 2018 | Lambda TensorBook

NVIDIA 1070 GPU. TensorFlow, Keras, PyTorch, Caffe 2 preinstalled with Ubuntu 18.04 or Windows 10. 32 GB DDR4 RAM , 1 TB SSD, Intel i7-8750H CPU, $2,493.00. Ships in 1-2 days.

2.15K viewsAlireza Akhavan, 21:29

Tensorflow(@CVision)

معرفی #کورس، #آموزش

DeepSchool.io

⭕️Contents:
Lesson 0: Introduction to regression.
Lesson 1: Penalising weights to fit better (scikit learn intro)
Mathematics (optional)

Lesson 2: Gradient Descent. Using basic optimisation methods.
Lesson 3: Tensorflow intro: zero layer hidden networks (i.e. normal regression).
Lesson 4: Tensorflow hidden layer introduction.
Deep Learning

Lesson 5: Using #Keras to simplify multi layer neural nets.
Lesson 6: Embeddings to deal with categorical data. (Keras)
Lesson 7: Word2Vec. Embeddings to visualise words. (#Tensorflow)
Lesson 8: Application - Bike Sharing predictions
Lesson 9: Choosing Number of Layers and more
Lesson 10: XGBoost - A quick detour from Deep Learning
Lesson 11: Convolutional Neural Nets (MNIST dataset)
Lesson 12: CNNs and BatchNormalisation (CIFAR10 dataset)
Lesson 13: Transfer Learning (Dogs vs Cats dataset)
Advanced Topics

Lesson 14: LSTMs - Sentiment analysis.
Lesson 15: LSTMs - Shakespeare.
Lesson 16: LSTMs - Trump Tweets.
Lesson 17: Trump - Stacking and Stateful LSTMs.
Lesson 18: Fake News Classifier

🔗Deep Learning tutorials in jupyter notebooks:
http://www.deepschool.io
🔗 YouTube Playlist:
https://www.youtube.com/playlist?list=PLIx9QCwIhuRS1SPS9LHF7VjvZyM1g2Swz

#deep_learning #tutorial

3.49K viewsAlireza Akhavan, edited 03:55

Tensorflow(@CVision)

What is a CNN’s receptive field?

https://www.quora.com/What-is-a-CNN%E2%80%99s-receptive-field
#receptive_field #convolutional_neutral_network

1.87K viewsAlireza Akhavan, 10:56

Tensorflow(@CVision)

Predicting #Cryptocurrency Prices With Deep Learning

https://dashee87.github.io/deep%20learning/python/predicting-cryptocurrency-prices-with-deep-learning/

#bitcoin #deep_learning #LSTM

dashee87.github.io

Predicting Cryptocurrency Prices With Deep Learning

This post brings together cryptos and deep learning in a desperate attempt for Reddit popularity.

2.24K viewsAlireza Akhavan, 16:16

Tensorflow(@CVision)

#آموزش

An Easy Guide to build new #TensorFlow Datasets and Estimator with #Keras Model

http://bit.ly/2jqR5rc