NEB algorithm for Feature Visualization
NEB between Two Starting Images
Block 12 Add, Unit 1
Block 12 Add, Unit 32
NEB with Multiple Starting Images
BLock 12 Add, Unit 33
BLock 2 Add, Unit 6
The total variation penalty does not work for this feature map.
Without the penalty the video is still very noisy.
MobileNetV2 Visualizations
Visualizations of different features of MobileNetV2
Edges
No total variation penalty was used to create the following videos, as it is counterproductive for edges.
Block_1_project_BN, unit 1
Block_1_project_BN, unit 2
Block_1_project_BN, unit 3
Block_1_project_BN, unit 9
Block_1_project_BN, unit 20
Block_1_project_BN, unit 22
Textures
Block_3_project_BN, unit 6
Block_3_project_BN, unit 10
Block_3_project_BN, unit 26
Block_4_project_BN, unit 20
Block_5_add, unit 1
Block_5_add, unit 28
Patterns
Block_6_project_BN, unit 1
Block_6_project_BN, unit 7
Block_6_project_BN, unit 59
Block_7_project_BN, unit 3
Block_7_project_BN, unit 17
Block_7_add, unit 6
Parts
Block_11_project_BN, unit
Block_11_project_BN, unit 89
Block_12_add, unit 30
Block_12_add, unit 44
Block_12_add, unit 74
Block_12_add, unit 25
Objects
Block_13_project_BN, unit 60
Block_14_add, unit 149
Block_14_add, unit 3
Block_14_add, unit 153
Block_14_add, unit 95
Block_14_add, unit 110
Classes
pre_softmax Indian Elephant
pre_softmax Tarantula
pre_softmax Rock Python
pre_softmax bikini
pre_softmax Cab
