CNTK VS Caffe

Compare CNTK vs Caffe and see what are their differences.

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit (by microsoft)
Artificial intelligence cognitive-toolkit Cntk Deep Learning Machine Learning deep-neural-networks neural-network Distributed Python C++ C# Java
Source Code
docs.microsoft.com
Docs
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Caffe

Caffe: a fast open framework for deep learning. (by BVLC)
Machine Learning Deep Learning Vision
Source Code
caffe.berkeleyvision.org
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CNTK Caffe
1 6
17,435 33,837
0.0% 0.2%
0.0 0.0
about 1 year ago 2 months ago
C++ C++
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

CNTK

Posts with mentions or reviews of CNTK. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-20.

Caffe

Posts with mentions or reviews of Caffe. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-16.

What are some alternatives?

When comparing CNTK and Caffe you can also consider the following projects:

Theano - Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

Caffe2

tensorflow - An Open Source Machine Learning Framework for Everyone

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

mlpack - mlpack: a fast, header-only C++ machine learning library

Keras - Deep Learning for humans

mxnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

scikit-learn - scikit-learn: machine learning in Python

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

tiny-cnn - header only, dependency-free deep learning framework in C++14

Porcupine   - On-device wake word detection powered by deep learning

CNTK vs Theano Caffe vs Caffe2 CNTK vs tensorflow Caffe vs Pytorch CNTK vs Pytorch Caffe vs mlpack CNTK vs Keras Caffe vs mxnet CNTK vs scikit-learn Caffe vs openpose CNTK vs tiny-cnn Caffe vs Porcupine