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Caffe vs IBM Machine Learning vs TensorFlow comparison

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Caffe Logo
Caffe
Read 1 Caffe review
270 views|196 comparisons
100% willing to recommend
IBM Logo
IBM Machine Learning
65 views|40 comparisons
TensorFlow Logo
TensorFlow
Read 16 TensorFlow reviews
6,254 views|3,925 comparisons
100% willing to recommend
Comparison Buyer's Guide
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Buyer's Guide
AI Development Platforms
April 2024
Executive Summary

We performed a comparison between Caffe, IBM Machine Learning, and TensorFlow based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Google, TensorFlow and others in AI Development Platforms.
To learn more, read our detailed AI Development Platforms Report (Updated: April 2024).
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Featured Review
Raed Lafi
Researched TensorFlow but chose Caffe: Speeds up the development process but needs to evolve more to stay relevant
Since its development, Caffe has been one of the most famous solutions. TensorFlow comes in second place — it's still a little underdeveloped; it... Read more →
Use IBM Machine Learning?
Jan-Kees Buenen
A powerful tool for image analytics that one can use with central and edge computing
We considered TensorFlow because we had a particular strategy for the hardware. We believe in a combination of central computing and edge... Read more →
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pricing and Cost Advice
Information Not Available
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  • "TensorFlow is free."
  • "I think for learners to deploy a project, you can actually use TensorFlow for free. It's just amazing to have an open-source platform like TensorFlow to deploy your own project. Here in Russia no one really cares about licenses, as it is totally open source and free. My clients in the United States were also pleased to learn when they enquired, that licensing is free."
  • "We are using the free version."
  • "It is open-source software. You don't have to pay all the big bucks like Azure and Databricks."
  • "I did not require a license for this solution. It a free open-source solution."
  • "I am using the open-source version of TensorFlow and it is free."
  • "I rate TensorFlow's pricing a five out of ten."
  • "It is an open-source solution, so anyone can use it free of charge."

    • More TensorFlow Pricing and Cost Advice →

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    Questions from the Community
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    What do you like most about TensorFlow?
    Top Answer:It empowers us to seamlessly create and deploy machine learning models, offering a versatile solution for implementing… more »
    Read all 16 answers   →
    What is your experience regarding pricing and costs for TensorFlow?
    Top Answer:It is an open-source solution, so anyone can use it free of charge.
    Read all 13 answers   →
    What needs improvement with TensorFlow?
    Top Answer:The versatility of the concept is undeniable, but it can pose a challenge for developers unfamiliar with machine… more »
    Read all 16 answers   →
    Ranking
    17th
    out of 29 in AI Development Platforms
    Views
    270
    Comparisons
    196
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    24th
    out of 29 in AI Development Platforms
    Views
    65
    Comparisons
    40
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    4th
    out of 29 in AI Development Platforms
    Views
    6,254
    Comparisons
    3,925
    Reviews
    7
    Average Words per Review
    534
    Rating
    9.0
    Comparisons
    Also Known As
    PowerAI, IBM PowerAI Enterprise
    Learn More
    Caffe
    IBM
    TensorFlow
    Overview

    Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR) and by community contributors.

    IBM PowerAI Enterprise helps to make deep learning easier and faster for organizations by bringing together some of the most popular open source frameworks for deep learning, with development and management tools in a single installable package. Designed to simplify end-toend deep learning, PowerAI Enterprise allows enterprises to spend less time on data preparation, implementation and integration, and more time training neural networks for results.

    TensorFlow is an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices. Originally developed by researchers and engineers from the Google Brain team within Google’s AI organization, it comes with strong support for machine learning and deep learning and the flexible numerical computation core is used across many other scientific domains.

    Sample Customers
    Information Not Available
    Caixa Geral de Depósitos France, KIST Europe
    Airbnb, NVIDIA, Twitter, Google, Dropbox, Intel, SAP, eBay, Uber, Coca-Cola, Qualcomm
    Top Industries
    No Data Available
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    VISITORS READING REVIEWS
    Manufacturing Company14%
    Computer Software Company12%
    Educational Organization11%
    University9%
    Company Size
    No Data Available
    No Data Available
    REVIEWERS
    Small Business57%
    Midsize Enterprise21%
    Large Enterprise21%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise15%
    Large Enterprise65%
    Buyer's Guide
    AI Development Platforms
    April 2024
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    Find out what your peers are saying about Microsoft, Google, TensorFlow and others in AI Development Platforms. Updated: April 2024.
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