https://github.com/Seilim/CaffeLink

Mathematica library link wrapper for BVLC/Caffe
https://github.com/Seilim/CaffeLink

Last synced: 3 months ago
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Mathematica library link wrapper for BVLC/Caffe

• Host: GitHub
• URL: https://github.com/Seilim/CaffeLink
• Owner: Seilim
• Created: 2014-12-22T10:41:20.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-10-14T21:26:56.000Z (about 9 years ago)
• Last Synced: 2024-07-18T20:46:31.029Z (4 months ago)
• Language: Mathematica
• Size: 7.35 MB
• Stars: 20
• Watchers: 4
• Forks: 6
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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• awesome-wolfram-language - CaffeLink

README

        
CaffeLink

=========

Mathematica library link wrapper for [Caffe](https://github.com/BVLC/caffe)

This library allows using Caffe directly from [Mathematica](http://www.wolfram.com/mathematica/). CaffeLink can be also used as regular library from C++ applications. The interface and function calls are basicly the same as in Mathematica. 

### Installation

Assuming you have successfully build Caffe, you should have everything needed by CaffeLink.

1. Edit makefile as required

  * path to Mathematica C headers

  * path to Caffe and its headers

2. `make`

3. Copy or create link to `libcaffeLink.so` somewhere in `$LibraryPath`

  * eg: `/home/alfons/.Mathematica/SystemFiles/LibraryResources/Linux-x86-64/`

  * or: `/Users/alfons/Library/Mathematica/Applications/IPCU/LibraryResources/MacOSX-x86-64/`

4. Test installation with [liblink-test.nb](../master/module/demo/liblink-test.nb)

### Usage examples

* [LeNet](http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf) MNIST example based on [Caffe example](https://github.com/BVLC/caffe/tree/master/examples/mnist)

  * Mathematica notebook: [mnist.nb](../master/module/demo/mnist.nb)

  * Pdf: [mnist.pdf](../master/module/demo/mnist.pdf)

  

* [AlexNet](http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks) ImageNet example based on [Caffe example](http://nbviewer.ipython.org/github/BVLC/caffe/blob/master/examples/filter_visualization.ipynb)

  * Mathematica notebook: [imageNet.nb](../master/module/demo/imageNet.nb)

  * Pdf: [imageNet.pdf](../master/module/demo/imageNet.pdf)