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

Features:

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

Download Pre-train Models:

  • link and put under models/
  • Edit param_init.m: caffe/matcaffe location

Demos:

  1. Visualize single neurons from CNN model:

  2. Edit and run: V_neuronInv.m

  3. Image Completion

  4. Download object topics link and put under data/fc7-topic/

  5. Edit and run: V_inpaint.m

  6. Feature Inversion, same as deep-goggle

  7. Edit and run: V_featInv.m

Under Construction

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

Update

  • 2016.11: bug fixed
  • 2016.08: 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

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