fanghaizhao / mneuron

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