10sun / mNeuron

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

Features:

• Result: Visualization Page, report
• Support models from caffe (June 2016) and matconvnet (1.0-beta12, May 2015) (caffe support: AlexNet/VGG-16/NIN/GoogleNet; matconvet support: AlexNet) (matconvnet: upgrade the models with the vl_simplenn_tidy function.)

Demos:

1. Visualize single neurons with caffe model:
2. Edit param_init.m: caffe/matcaffe location
3. Download imagenet models link and put under models/
4. Edit and run: V_neuron_single.m

Under Construction

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

Update

• 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