Overview of standard bvlc googlenet (inception) layers
(from: GoogLeNet team: Christian Szegedy, Going Deeper With Convolutions, ILSVRC 2014
video, slides, paper)
possible layers to dream on in bold
Visualizations are Below
data
conv1/7x7_s2
pool1/3x3_s2
pool1/norm1
conv2/3x3_reduce
conv2/3x3
conv2/norm2
pool2/3x3_s2
pool2/3x3_s2_pool2/3x3_s2_0_split_0
pool2/3x3_s2_pool2/3x3_s2_0_split_1
pool2/3x3_s2_pool2/3x3_s2_0_split_2
pool2/3x3_s2_pool2/3x3_s2_0_split_3
inception_3a/1x1
inception_3a/3x3_reduce
inception_3a/3x3
inception_3a/5x5_reduce
inception_3a/5x5
inception_3a/pool
inception_3a/pool_proj
inception_3a/output
inception_3a/output_inception_3a/output_0_split_0
inception_3a/output_inception_3a/output_0_split_1
inception_3a/output_inception_3a/output_0_split_2
inception_3a/output_inception_3a/output_0_split_3
inception_3b/1x1
inception_3b/3x3_reduce
inception_3b/3x3
inception_3b/5x5_reduce
inception_3b/5x5
inception_3b/pool
inception_3b/pool_proj
inception_3b/output
pool3/3x3_s2
pool3/3x3_s2_pool3/3x3_s2_0_split_0
pool3/3x3_s2_pool3/3x3_s2_0_split_1
pool3/3x3_s2_pool3/3x3_s2_0_split_2
pool3/3x3_s2_pool3/3x3_s2_0_split_3
inception_4a/1x1
inception_4a/3x3_reduce
inception_4a/3x3
inception_4a/5x5_reduce
inception_4a/5x5
inception_4a/pool
inception_4a/pool_proj
inception_4a/output
inception_4a/output_inception_4a/output_0_split_0
inception_4a/output_inception_4a/output_0_split_1
inception_4a/output_inception_4a/output_0_split_2
inception_4a/output_inception_4a/output_0_split_3
inception_4b/1x1
inception_4b/3x3_reduce
inception_4b/3x3
inception_4b/5x5_reduce
inception_4b/5x5
inception_4b/pool
inception_4b/pool_proj
inception_4b/output
inception_4b/output_inception_4b/output_0_split_0
inception_4b/output_inception_4b/output_0_split_1
inception_4b/output_inception_4b/output_0_split_2
inception_4b/output_inception_4b/output_0_split_3
inception_4c/1x1
inception_4c/3x3_reduce
inception_4c/3x3
inception_4c/5x5_reduce
inception_4c/5x5
inception_4c/pool
inception_4c/pool_proj
inception_4c/output
inception_4c/output_inception_4c/output_0_split_0
inception_4c/output_inception_4c/output_0_split_1
inception_4c/output_inception_4c/output_0_split_2
inception_4c/output_inception_4c/output_0_split_3
inception_4d/1x1
inception_4d/3x3_reduce
inception_4d/3x3
inception_4d/5x5_reduce
inception_4d/5x5
inception_4d/pool
inception_4d/pool_proj
inception_4d/output
inception_4d/output_inception_4d/output_0_split_0
inception_4d/output_inception_4d/output_0_split_1
inception_4d/output_inception_4d/output_0_split_2
inception_4d/output_inception_4d/output_0_split_3
inception_4e/1x1
inception_4e/3x3_reduce
inception_4e/3x3
inception_4e/5x5_reduce
inception_4e/5x5
inception_4e/pool
inception_4e/pool_proj
inception_4e/output
pool4/3x3_s2
pool4/3x3_s2_pool4/3x3_s2_0_split_0
pool4/3x3_s2_pool4/3x3_s2_0_split_1
pool4/3x3_s2_pool4/3x3_s2_0_split_2
pool4/3x3_s2_pool4/3x3_s2_0_split_3
inception_5a/1x1
inception_5a/3x3_reduce
inception_5a/3x3
inception_5a/5x5_reduce
inception_5a/5x5
inception_5a/pool
inception_5a/pool_proj
inception_5a/output
inception_5a/output_inception_5a/output_0_split_0
inception_5a/output_inception_5a/output_0_split_1
inception_5a/output_inception_5a/output_0_split_2
inception_5a/output_inception_5a/output_0_split_3
inception_5b/1x1
inception_5b/3x3_reduce
inception_5b/3x3
inception_5b/5x5_reduce
inception_5b/5x5
inception_5b/pool
inception_5b/pool_proj
inception_5b/output
pool5/7x7_s1
loss3/classifier
prob
Visualization of GoogLeNets