Table 2

A data table for all trials run in the second study

DayInput framerate (Hz)Mean outputframe rate (Hz)SD outputframe rate (Hz)Mean delay(ms)SD delay(ms)MeanaccuracySDaccuracyn
120065.000.5337.0010.300.990.0021
220066.7018.2639.5010.810.940.0120
320066.050.6529.697.010.900.0424
420065.890.5731.037.500.950.0224
520065.760.5430.968.340.950.0321
  • Input frame rate, the streaming frame rate set in the software for our camera, representing the frame rate of the camera without any additional analyses; mean output frame rate, the mean number of frames per second processed by our system across all recordings at each input frame rate; SD output frame rate, the SD in the number of frames per second processed by our system across all recordings at each input frame rate; mean delay, the mean amount of time, in milliseconds, between the system receiving a frame that contains a left paw movement exceeding 5 pixels of vertical movement and the system sending a signal to the breakout board to trigger the LED to provide feedback for that movement; SD delay, the SD, in milliseconds, of the delay discussed above; mean accuracy, the mean output of the sigmoid function by TensorFlow for all body parts for all trials at each frame rate; SD accuracy, the SD of the output of the aforementioned sigmoid function; n, the number of trials recorded at each frame rate.