Table A2.

Classification Level 2—Stair Up/Down, Chair Sit/Stand.

	Learning Rate: Chair 0.0001, Stair 0.001
	Convolution									Transition	Fully Connected
Type	CONV2D	Activation	MAX POOLING2D	CONV2D	Activation	MAX POOLING2D	CONV2D	Activation	MAX POOLING2D	Flatten	Dense	Activation	Dropout	Dense	Activation
Filter size	32			64			64
Kernel size	3 × 3		2 × 2	3 × 3		2 × 2	3 × 3		2 × 2
Function		ReLu			ReLu			ReLu				ReLu			Softmax
Neurons											100			2