In order to use TensorFlow, we need to understand what TensorFlow is. The following is a description of the 5 characteristics of TensorFlow: Use a graph to indicate that the calculation process uses sessions (sessions) to perform diagrams using tensors to represent data using variables to maintain state using feeds and fetches operations to remove or deposit data
Time of instruction:This course will begin on April 1. The duration of the course is approximately 14 weeks. Subject:People who are interested in deep learning AI, who want to learn about deep learning practices. learners need a little bit of the basics of Python development and deep learning, neural network fundamentalsCourse Environment:Windows10 + AnacondaHarvest Expectations:Master the basic use of TensorFlow and Tensorboard, can skillfully use
Get ready:System environment: WINDOWS10 + Anaconda3 + pycharm(1) environment configuration:Open Anaconda Prompt, enter the Tsinghua warehouse image, so the update will be faster:Input:Conda config--add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/--set show_channel_ URLs YesAlso in Anaconda Prompt use Anaconda to create a python3.5 environment, the environment name is TensorFlow, enter the following command:Conda create-n
Google Development Technology expert (GDE) Wangyucheng (York Wang)So much has been said before, as if there is not a general concept, how do we write a complete code?Now deep learning is very hot, then we are in the Android things, using the camera to capture pictures, let TensorFlow to identify the image, and finally use the speaker to tell us the results.Isn't it cool? Say the basic function is said so long a string, that base code how long ah?Proje
After the first two TensorFlow test Mnist sample articles uploaded, csdn swallowed my diagram and tested it again when the following problems occurred
[test@dl1 mnist]$ python mnist_test_begin.py I tensorflow/stream_executor/dso_loader.cc:135] successfully opened CUDA Library libcublas.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:135] successfully
1. Install the compilation tool Bazel, you can refer to the official tutorial. https://docs.bazel.build/versions/master/install-ubuntu.html 2. Configure the TensorFlow compilation environment Run the Configure file under the TensorFlow directory and configure it according to your environment. For example, the following:
**root@fly-virtual-machine:/home/share/tensorf
Comparison between Caffe, TensorFlow, and MXnet open source libraries
Recently, Google opened up its internal deep learning framework TensorFlow [1] and discussed the three open-source libraries in combination with the open-source MXNet [2] and Caffe [3, among them, only Caffe has carefully read the source code. The other two libraries only read the official documentation and some comments from researchers.
, including more than 100 of the most popular python,r and Scala packages for data science.From Anaconda official download pageSee Anaconda Official tutorial for details, easy to understand!Anaconda Preliminary Study0. Download Anaconda installation package: Anaconda officialI downloaded the anaconda4.3.0for Windows 64bit (built-in python3.6)Download is ready to install, always next step.1. Check if Anaconda is installed successfully:conda --version(hehe, the first step succeeded, happy Point)2.
original link: http://www.cnblogs.com/learn-to-rock/p/5677458.htmlaccidentally on the internet to see a I am very interested in the project Magenta, with TensorFlow let neural network automatically create music. The vernacular is: You can use some of the style of music to make models, and then use the training model of the new music processing to create new music. spent a half-time to finally have the results, very happy, but also this half-day experi
It 's written in front .
This paper introduces the task of identifying handwritten characters by using convolution neural network based on TensorFlow on Mnist dataset, including: {Two layers of volume base}+{a layer of Relu full link layer}+{the full link layer of Softmax layer}. Because the structure is simple, the code is clear, the whole article to the main code, reading save effort and convenience. 1. Load mnist Data
# load Mnist data from
tensor
GitHub Download Complete code
Https://github.com/rockingdingo/tensorflow-tutorial/tree/master/mnist
Brief introduction
It takes a long time to use the TensorFlow training depth neural network model, because the parallel computing provides an important way to improve the running speed. TensorFlow provides a variety of ways to run the program in parallel, and the
tensorflow-Correlation Apitensorflow Correlation function understanding
Task Time: Unknown time
Tf.truncated_normaltruncated_normal( shape, mean=0.0, stddev=1.0, dtype=tf.float32, seed=None, name=None)Function Description:Produces a truncated normal distribution random number, the value range is [mean - 2 * stddev, mean + 2 * stddev] .Parameter list:
Name of parameter
must-Choose
type
Descr
November 9, 2015, Google released the AI system TensorFlow and announced open source, the same day, the Geek College organization online tensorflow Chinese document translation. One months later, the 30 chapters of the document are all translated and proofread, on-line and provide e-book download, this document on-line for domestic and foreign use of Chinese learning te
Install the deep learning framework TensorFlow in Ubuntu
I recently learned about TensorFlow, a new open-source deep learning framework for Google. It was found that python 2.7.x is needed when installing it; I have been using CentOS for Linux before. While CentOS is not updated, the built-in Python is usually less than python2.6. In addition, many components in the system depend on python2.6, so you cannot
The previous log (http://www.cnblogs.com/huidong/p/5426556.html) wrote how to install Docker under Windows and install TensorFlow on the VM.Every time you start a tensorflow under window, you have to be sure to start the VM every time. For example, my VM's name is Vdocker, so start it and the regenerate certificate needs to be used.$docker-Machinestart Vdocker$docker-machine regenerate-certs vdockerCheck th
Ai This concept seems to suddenly fire up, the beginning of the big score to win Li Shishi Alphago success attracted a lot of attention, but in fact, look at your phone's voice assistant, face recognition on the camera, today's headlines to help you automatically filter out the news, as well as the major music software song "Daily Recommended" ... All kinds of AI have already entered all aspects of our lives. Profoundly affected us, it can be said, this is an AI era.In fact, at the end of last y
When reproduced, please specify the source: Xiu Yu Xuan Chen System Environment Description: ------------------------------------ Operating system: Ubunt 14.03 _ x86_64 operating system Memory: 8GB HDD 500G ------------------------------------First, compile the TensorFlow on Android Demo 1.1 build environmentL Download TensorFlow First, select a directory to download the source code for
My device: Ubuntu14.04+gpu
TensorFlow1.0.1
Related papers "Show and Tell:lessons learned from the Mscoco Image captioning Challenge"
https://arxiv.org/abs/1609.06647
Last September, just open source
Github:https://github.com/tensorflow/models/tree/master/im2txt#generating-captions
According to GitHub's Readme
Install related items First
Bazel according to the official website $echo "Deb [arch=amd64] http://storage.googleapis.com/bazel-apt stable jdk
TensorFlow [1] is a interface for expressing machine learning algorithms, and a implementation for executing such Algori THMs.TensorFlow function: 1, provide interface to express machine learning algorithm. 2. Perform these machine learning algorithms.A computation expressed using TensorFlow can be executed with little or no change on a wide variety of heterogeneous syste MS, ranging from mobile devices suc
Python uses TensorFlow for image processing, pythontensorflow
I. Zoom in and out images
There are three ways to use TensorFlow to zoom in and out images:
1. tf. image. resize_nearest_neighbor (): critical point interpolation2. tf. image. resize_bilinear (): bilinear interpolation3. tf. image. resize_bicubic (): Dual-cube interpolation algorithm
The following is the sample code:
# Encoding: UTF-8 # using
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