Table A1.
Classification Level 1—Chair, Stair, Walk.
Learning Rate: 0.0001 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Convolution | Transition | Fully Connected | ||||||||
Type | CONV2D | MAXPOOLING2D | CONV2D | MAXPOOLING2D | Flatten | Dense | Activation | Dropout | Dense | Activation |
Filter size | 32 | 64 | ||||||||
Kernel size | 3 × 3 | 2 × 2 | 3 × 3 | 2 × 2 | ||||||
Function | ReLu | Softmax | ||||||||
Dropout size | 0.2 | |||||||||
Neurons | 100 | 3 |