Sign in
Categories
Your Saved List Partners Sell in AWS Marketplace Amazon Web Services Home Help

TensorFlow 1.6 Python 3.6 CPU Production

Jetware | 180306-tensorflow_1_6_0-python_3_6_3

Linux/Unix, Amazon Linux 2017.09.1 - 64-bit Amazon Machine Image (AMI)

Reviews from AWS Marketplace

0 AWS reviews
  • 5 star
    0
  • 4 star
    0
  • 3 star
    0
  • 2 star
    0
  • 1 star
    0

External reviews

62 reviews
from G2

External reviews are not included in the AWS star rating for the product.


    Derek P.

A short path into artificial intelligence

  • April 28, 2018
  • Review provided by G2

What do you like best about the product?
TensorFlow is a platform that is very easy to learn yet hard to master. Due to a heavy amounts of code samples it is very easy to dive head first into Artificial Intelligence
What do you dislike about the product?
Though very thorough TensorFlow documentation can feel very overwhelming.
What problems is the product solving and how is that benefiting you?
I have incorporated tensorflow into my image classifing solutions. Due to the compatibility for android and IOS devices tensorflow is incorporated into many of our apps
Recommendations to others considering the product:
Dont rush into it, take it slow and under the information


    Information Technology and Services

TensorFlow with Keras over Spark is a great solution

  • March 20, 2018
  • Review provided by G2

What do you like best about the product?
Easy of creating models and parameterizing them
What do you dislike about the product?
Need experienced programmers to set it up and train the models
What problems is the product solving and how is that benefiting you?
Predictive Analytics
Resource optimization
Recommendations to others considering the product:
Include Keras to further automate


    Naveen K.

Simple, Fast and easy

  • February 02, 2018
  • Review provided by G2

What do you like best about the product?
Efficiency and the ease of deployment during projects
What do you dislike about the product?
Boot up time and the sometimes the clumsiness
What problems is the product solving and how is that benefiting you?
Data Management


    Information Technology and Services

Simple way to build complex models

  • February 02, 2018
  • Review provided by G2

What do you like best about the product?
I like how easy tensor flow makes it to build a simple neural network. You can have a model up and running in minutes, but tensorflow still provides advanced users with the ability to customize models a lot.
What do you dislike about the product?
I wish that the documentation for tensorflow was more detailed. Sometimes I have a hard time finding answers to some questions that I have about tensorflow.
What problems is the product solving and how is that benefiting you?
I am trying to make more accurate predictive models in the credit industry. Tensorflow has helped to improve the accuracy of existing models built using other software by a few percent.


    Krishnan V.

Really good for AI/ML based use cases

  • February 02, 2018
  • Review provided by G2

What do you like best about the product?
Helps setting up the neural network well - strongly recommend it

We have been using internally and evaluating how to use it.
What do you dislike about the product?
Don't really dislike anything in it - maybe more flexibility
What problems is the product solving and how is that benefiting you?
- Better time to market
- Easier to deploy solutions in the market
- Develop newer capabilities
Recommendations to others considering the product:
Decide what are the use cases before taking up the platform. Fairly intuitive and easy to use


    Hospital & Health Care

Best deep learning software

  • February 01, 2018
  • Review provided by G2

What do you like best about the product?
Good documentation, large support community
What do you dislike about the product?
learning curve with backgrounds like Java, DotNet and Javascript etc
What problems is the product solving and how is that benefiting you?
Deep learning models to predict certain outcomes
Recommendations to others considering the product:
Ability to build models and train them easily with Tensorflow. Best tool for data scientists


    Computer Software

The machine learning swiss army knife

  • January 31, 2018
  • Review provided by G2

What do you like best about the product?
The ability to easily write code that scales up to multiple CPUs/GPUs. Since version 1.0, there are higher level modules that provide Keras-like functionalities (e.g. layers, metrics). Moreover, it is definitely production ready. The best thing, though, is the Tensorboard tool that can be used to debug the implemented algorithms.
What do you dislike about the product?
Setting up GPU support on Windows can be tricky, depending on how convoluted the environment is. While Tensorboard is a great tool, sometimes its pages get "stuck" and force to reload the tensorboard server again. The learning curve might be steeper than Keras, which hides most of the complexity away.
What problems is the product solving and how is that benefiting you?
TensorFlow it's a nice, low/mid level API to build production-level software that deals with machine learning. It's stable, so building products at scale for production use is not a problem. This is being used as the back-end to train voice recognition models.
Recommendations to others considering the product:
I'd strongly suggest using Keras for prototyping before jumping straight into TensorFlow. Getting started with keras is much simpler and paves the way to implementing the final product with TensorFlow.


    Medical Devices

Best deep learning open source library out there

  • January 26, 2018
  • Review provided by G2

What do you like best about the product?
TensorFlow uses python which is conenient.Its numerical compability with NumPy is great. We can store the models and reuse them is very convenient
What do you dislike about the product?
The learning curve is a bit steep.The tutorials on the website can be more explicitly explained.
What problems is the product solving and how is that benefiting you?
I use tensor flow to solve complex classification problems especially delaying with Images,as Image processing and machine/deep learning go hand in hand for classification problems
Recommendations to others considering the product:
Get yore basics of python,numpy and ML strong before using TensorFlow


    Education Management

Amazing

  • October 25, 2017
  • Review provided by G2

What do you like best about the product?
The easy environment to adapt.
Working online community is awesome...
Thank you guys
What do you dislike about the product?
Some dependencies are that easy to work with,
RNNs are still a bit lacking, compared to Theano.
What problems is the product solving and how is that benefiting you?
designing a hardware to help the blind peoples recognize there loved ones
Recommendations to others considering the product:
Theano


    Raul G.

Great tool, worth the steep learning curve

  • October 20, 2017
  • Review verified by G2

What do you like best about the product?
With TensorFlow you can do pretty much anything you want in the broad area of machine learning. But the amazing thing about it is that you can also use this software to deal with math problems outside of machine learning. The use of computation graphs along with TensorBoard makes model visualization very intuitive.
What do you dislike about the product?
The learning curve can be quite steep if, like me, you start with no knowledge of TensorFlow's computational model philosophy. Once you get the hang of things, it can be quite rewarding.
Also, as the software is updated quite frequently, it seems the documentation is not as accurate as it could be, leading to quite a few headaches.
What problems is the product solving and how is that benefiting you?
I am working with time series forecasting models, and TensorFlow allows for pretty fast prototyping while allowing a huge degree of freedom in terms of model features that you can incorporate.
Recommendations to others considering the product:
Be VERY patient. It may look a bit overwhelming, but it is an amazing tool to master and a great philosophy of computation to understand and follow.