#tensor flow

[akshay-s]

Introduction to Tensorflow and Keras | Free Online Course with Certifi

Free Course with Free Certificate of Tensorflow and Keras: In this we have covered a brief introduction to the tech, and then a simple tutorial using both TensorFlow and Keras, exploring the differences between the two.

[makesomethingawfuleveryday]

this came to me in the middle of the night and it seemed important

[cyberianlife]

Attention is all you need: Discovering the Transformer paper

Detailed implementation of a Transformer model in Tensorflow

In this post we will describe and demystify the relevant artifacts in the paper “Attention is all you need” (Vaswani, Ashish & Shazeer, Noam & Parmar, Niki & Uszkoreit, Jakob & Jones, Llion & Gomez, Aidan & Kaiser, Lukasz & Polosukhin, Illia. (2017))[1]. This paper was a great advance in the use of the attention mechanism, being the main improvement for a model called Transformer. The most famous current models that are emerging in NLP tasks consist of dozens of transformers or some of their variants, for example, GPT-2 or BERT.

We will describe the components of this model, analyze their operation and build a simple model that we will apply to a small-scale NMT problem (Neural Machine Translation). To read more about the problem that we will address and to know how the basic attention mechanism works, I recommend you to read my previous post “A Guide on the Encoder-Decoder Model and the Attention Mechanism”.

[b-wr]

Neural Network Untuk Klasifikasi Citra Menggunakan Tensorflow di Python Bagian 2

Neural Network Untuk Klasifikasi Citra Menggunakan Tensorflow di Python Bagian 2

Di sini, akan mempergunakan enam band (band 2 – band 7) dari Landsat 5 TM sebagai fitur dan mencoba untuk memprediksi kelas biner/indeks wilayah terbangun. Data Landsat 5 multispektral yang diperoleh pada tahun 2011 untuk Bangalore dan layer biner/indeks yang terkait akan digunakan untuk proses training dan pengujian. Akhirnya, data Landsat 5 multispektral lain yang diperoleh pada tahun 2011…

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[jacob-cs]

google Ai api를 이용한 초간단 프로젝트

original source : https://youtu.be/USQGTW34lO8

[ijtsrd]

Human Emotion Recognition using Machine Learning

by Prof. Mrs. Dhanamma Jagli | Ms. Pooja Shetty "Human Emotion Recognition using Machine Learning" 

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, 

URL: https://www.ijtsrd.com/papers/ijtsrd25217.pdf  

Paper URL: https://www.ijtsrd.com/computer-science/artificial-intelligence/25217/human-emotion-recognition-using-machine-learning/prof-mrs-dhanamma-jagli

ugc approved science journal, languages journal, research papers

It is quite interesting to recognize the human emotions in the field of machine learning. Using a person's facial expression one can know his emotions or what the person wants to express. But at the same time it's not easy to recognize one's emotion easily its quite challenging at times. Facial expression consist of various human emotions such as sad, happy , excited, angry, frustrated and surprise. Few years back Natural language processing was used to detect the sentiment from the text and then it took a step forward towards emotion detection. Sentiments can be positive, negative or neutral where as emotions are more refined categories. There are many techniques used to recognize emotions. This paper provides a review of research work carried out and published in the field of human emotion recognition and various techniques used for human emotions recognition. 

[imadeit-davidjanes]

"Google Launches AI Platform That Looks Remarkably Like A Raspberry Pi"

Google has promised us new hardware products for machine learning at the edge, and now it’s finally out. The thing you’re going to take away from this is that Google built a Raspberry P…

I.e. looks like because it is green, has the same holes and headers. But the headers are bizarrely hidden behind the giant TPU heatsink so… 

[elearning-jccv]

New Post has been published on http://machinelearningandartificialintelligence.com/deep-learning-just-dipped-into-exascale-territory/

Deep Learning Just Dipped Into Exascale Territory #machinelearning #artificialintelligence #AI