Theano vs Caffe

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 (by Theano)

Deep Learning

Source Code

github.com

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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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Theano		Caffe
	Project
-	Mentions	6
9,852	Stars	33,837
0.1%	Growth	0.2%
5.0	Activity	0.0
3 months ago	Latest Commit	about 2 months ago
Python	Language	C++
GNU General Public License v3.0 or later	License	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.

Theano

Posts with mentions or reviews of Theano. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Theano yet.
Tracking mentions began in Dec 2020.

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.

List of AI-Models
14 projects | /r/GPT_do_dah | 16 May 2023

Click to Learn more...
Caffe | Deep Learning Framework
1 project | /r/coffee_ai | 3 May 2023
German ad: "Artificial intelligence: the 4 most used drinks will be placed on the main screen"
1 project | /r/ProgrammerHumor | 20 Sep 2022
How do I install Caffe framework on Mac M1?
1 project | /r/MLQuestions | 4 Jan 2022
Una corta intro a las Redes Neuronales Artificiales
2 projects | dev.to | 22 Sep 2021

Caffe de BAIR
Can someone please guide me regarding these different face detection models?
2 projects | /r/learnmachinelearning | 27 May 2021

Caffe is a DL framework just like TensorFlow, PyTorch etc. OpenPose is a real-time person detection library, implemented in Caffe and c++. You can find the original paper here and the implementation here.

What are some alternatives?

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

CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Caffe2

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

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

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

Keras - Deep Learning for humans

silero-models - Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

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