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Tensorflow(@CVision)

#آموزش

image caption generator in Keras

https://github.com/oarriaga/neural_image_captioning/blob/master/src/visualization.ipynb

🙏Thanks to: @cyberbully_gng

#keras #deep_learning #captioning

GitHub

oarriaga/neural_image_captioning

Neural image captioning (NIC) implementation with Keras 2. - oarriaga/neural_image_captioning

1.47K views07:15

Tensorflow(@CVision)

#مقاله

Network Dissection: Quantifying Interpretability of Deep Visual Representations
(Submitted on 19 Apr 2017)
pic: http://bit.ly/2tlfHbv

✔️Our paper investigates three questions:

-What is a disentangled representation, and how can its factors be quantified and detected?
-Do interpretable hidden units reflect a special alignment of feature space, or are interpretations a chimera?
-What conditions in state-of-the-art training lead to representations with greater or lesser entanglement?

🔗abstract:
https://arxiv.org/abs/1704.05796

🔗Paper:
http://netdissect.csail.mit.edu/final-network-dissection.pdf

🔗Project Page (code + data):
http://netdissect.csail.mit.edu/

#deep_learning #CNN

2.11K views15:45

Tensorflow(@CVision)

#آموزش
Modeling documents with Generative Adversarial Networks
[Published June 28, 2017]

Generative Adversarial Networks or GANs have become a significant part of deep learning research since they were introduced by Ian Goodfellow et al back in 2014.

Have you wondered if/how GANs can be used to model textual documents? John Glover explores this in his well-written blog post (with code in #TensorFlow).

http://blog.aylien.com/modeling-documents-generative-adversarial-networks/

#deep_learning #GAN

AYLIEN

Modeling documents with Generative Adversarial Networks - AYLIEN

In this post I provide a brief overview of the Generative Adversarial Networks paper and walk through some of the code.

2.39K views21:39

Tensorflow(@CVision)

کانال منابع برنامه نویسی
با مدیریت فارغ التحصیلان کامپیوتر دانشگاه علم و صنعت ایران
@pythony

1.63K views17:09

Tensorflow(@CVision)

#مقاله گوگل #سورس_کد #مدل
A Neural Representation of Sketch Drawings
مدل با هزاران نقاشی ابتدایی کشیده شده توسط افراد از صدها کلاس مختلف آموزش دیده شده است. سپس بر اساس نقاشی تا کنون شما, نقاشی شما را بر اساس آموزشهای قبلی تکمیل میکند.

🔗abstract:
https://arxiv.org/abs/1704.03477

🔗Paper:
https://arxiv.org/pdf/1704.03477.pdf

🔗Project Page:
https://magenta.tensorflow.org/sketch_rnn

🔗Code and Model:
https://github.com/tensorflow/magenta/tree/master/magenta/models/sketch_rnn

#sketch_generation #Sketch_RNN #RNN #deep_learning #TensorFlow

Magenta

SketchRNN model released in Magenta

Sketch-RNN, a generative model for vector drawings, is now available in Magenta. For an overview of the model, see the Google Research blog fromApril 2017, ...

2.45K viewsedited 17:46

Tensorflow(@CVision)

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#دمو
کامپیوتر با هزاران نقاشی آموزش دیده و نقاشی شما را تکمیل میکند...
https://magenta.tensorflow.org/sketch-rnn-demo

اطلاعات و کد:
https://news.1rj.ru/str/cvision/297

#deep_learning
#Sketch_RNN #tensorflow

3.16K viewsedited 17:50

#آموزش #فیلم
Thinking about model capacity
حساب کتاب سر انگشتی برای انتخاب تعداد لایه ها و پیچیدگی مدل در شبکه عصبی عمیق...

#deep_learning

2.71K viewsedited 19:47

Tensorflow(@CVision)

#کورس،
❌متاسفانه این دوره رایگان نیست
Applied Data Science with #Python Specialization

(Upcoming session: Jul 3 — Aug 7 , 2017)
http://bit.ly/2rZeVxj

#pandas, #matplotlib, #scikit_learn, #nltk

2K viewsedited 20:29

Tensorflow(@CVision)

7 Great Articles About #TensorFlow
http://www.datasciencecentral.com/profiles/blogs/9-great-articles-about-tensorflow

✔️Google + open-source = TensorFlow
✔️Deep Learning with TensorFlow in Python
✔️Image Segmentation using deconvolution layer in Tensorflow
✔️TensorFlow: Why Google's AI Engine is a Gamechanger
✔️TensorFlow Machine Learning System
✔️Linear Regression in Tensorflow
✔️An Introduction to Implementing Neural Networks using TensorFlow

Datasciencecentral

7 Great Articles About TensorFlow

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, e…

2.2K viewsAlireza Akhavan, edited 17:33

Tensorflow(@CVision)

#پایان_نامه 2017 ، دانشگاه کالیفرنیا

Action Recognition from Videos using Deep Neural Networks

http://escholarship.org/uc/item/2mr798mn?query=pattern%20recognition

#deep_learning #action_recognition

escholarship.org

Action Recognition from Videos using Deep Neural Networks

Author(s): Ghewari, Rishikesh Sanjay | Advisor(s): Cottrell, Garrison W | Abstract: Convolutional neural network(CNN) models have been extensively used in recent years to solve the problem of image understanding giving state-of-the-art results in tasks like…

3.08K viewsAlireza Akhavan, 05:35

Tensorflow(@CVision)

#آموزش
آموزش مقدماتی تنسرفلو برای کسانی که تازه میخواهند شروع کنند...

TensorFlow #Tutorial For Beginners
https://www.datacamp.com/community/tutorials/tensorflow-tutorial#gs.JgGN_V8

—

مطالب مرتبط :
تحلیل با رویکرد کلان داده از کارگروه کلان داده شریف,
جلسه چهارم: مقدمات تنسورفلو
https://news.1rj.ru/str/cvision/139
تحلیل با رویکرد کلان داده از کارگروه کلان داده شریف,
جلسه پنجم: پیاده سازی شبکه عصبی کانولوشنالی با تنسرفلو
https://news.1rj.ru/str/cvision/162

#TensorFlow

Datacamp

TensorFlow Tutorial For Beginners

In this TensorFlow beginner tutorial, you'll learn how to build a neural network step-by-step and how to train, evaluate and optimize it.

2.66K viewsAlireza Akhavan, edited 19:18

Tensorflow(@CVision)

Forwarded from Brain@IPM

73 viewsAlireza Akhavan, 18:40

Tensorflow(@CVision)

#خبر

NVIDIA released the CUDA 9 Release Candidate (RC), the fastest accelerated computing platform for HPC and Deep Learning applications.

CUDA 9:
http://go.nvidianews.com/MM0N530OO3VSE00M60mF0S0

New CUDA 9 features:
http://bit.ly/2hx4YX3

#NVIDIA #CUDA

Parallel Forall

CUDA 9 Features Revealed: Volta, Cooperative Groups and More | Parallel Forall

The CUDA 9 release includes support for Volta GPUs, Cooperative Groups programming model extensions, faster libraries, and improved developer tools.

2.04K viewsAlireza Akhavan, edited 15:07

Tensorflow(@CVision)

Forwarded from Programming Resources

A list of popular github projects related to deep learning.
لیستی از پروژه های معروف یادگیری ژرف در گیت هاب

#deep_learning
@pythony

github.com/aymericdamien/TopDeepLearning

82 viewsAbolfazl Mahdizade, 16:56

Tensorflow(@CVision)

Forwarded from ISMVIP انجمن ماشین بینایی و پردازش تصویر ایران

با سلام و احترام
شماره اول از دوره چهارم مجله علمی پژوهشی ماشین بینایی و پردازش تصویر ایران منتشر شد.
این مجله در پایگاه استنادی جهان اسلام نمایه می شود.
از طریق پیوند زیر می توانید این نسخه از مجله را به صورت رایگان دریافت نمایید:
http://jmvip.sinaweb.net/volume_5732.html
با تشکر
انجمن علمی ماشین بینایی و پردازش تصویر ایران
Ismvip.ir
http://jmvip.sinaweb.net/
https://news.1rj.ru/str/ismvip

73 viewsAlireza Akhavan, 19:06

Tensorflow(@CVision)

Deep Learning in OpenCV
https://github.com/opencv/opencv/wiki/Deep-Learning-in-OpenCV
[OpenCV 3.3]

#DNN #ComputerVision #deep_learning #openCV

GitHub

Deep Learning in OpenCV

Open Source Computer Vision Library. Contribute to opencv/opencv development by creating an account on GitHub.

2.94K viewsAlireza Akhavan, edited 19:01

Tensorflow(@CVision)

فیلمهای ترم بهار 2017 کورس شبکه‌های عصبی کانولوشنالی و یادگیری عمیق در بینایی ماشین دانشگاه #استنفورد

Lecture Collection | Convolutional Neural Networks for Visual Recognition (Spring 2017)

https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv

مرتبط با: https://news.1rj.ru/str/cvision/164

#course #toutorial #stanford #cnn #Convolutional #Visual_Recognition

2.01K viewsAlireza Akhavan, edited 16:53

Tensorflow(@CVision)

فیلمهای ترم بهار 2017 کورس شبکه‌های عصبی کانولوشنالی و یادگیری عمیق در بینایی ماشین دانشگاه #استنفورد Lecture Collection | Convolutional Neural Networks for Visual Recognition (Spring 2017) https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv…