/mNeuron

Primary LanguageMatlabMIT LicenseMIT

mNeuron: A Matlab Plugin to Visualize Neurons from Convolutional Neural Network (CNN)

Features:

  1. Support models from caffe (June 2016) and matconvnet (1.0-beta12, May 2015)
  2. Result: Visualization Page
  3. Compatible version of CNN models download link

Demos:

(caffe support: AlexNet/VGG-16/NIN/GoogleNet; matconvet support: AlexNet/VGG-16)

  1. Visualize single neurons with caffe model:

  2. Edit matcaffe location in param_init.m

  3. Edit alexnet.caffemodel location in util/caffe_init.m

  4. Run: V_neuron_single.m

  5. Image Completion

  6. Run V_app_inpaint.m

Under Construction

  1. Visualize Intra-class variation
  2. Visualize hierarchical binary CNN code

Update

  • 2016.06: code organization
    • update caffe version to June 2016
    • add links to compatible CNN models
  • 2016.04: add object insertion
    • object insertion (V_app_inpaint.m)
  • 2015.07: initial release
    • support caffe (July 2015) and matconvnet (1.0-beta12, May 2015)
    • single neuron visualization (V_neuron_single.m)

Acknowledgement

The code is heavily based on aravindhm's deep-goggle