Table 1.

Minimum and maximum values of the uniform distributions for each of the CNN augmentation parameters. $\left[a_{\mathit{\text{rot}}},b_{\mathit{\text{rot}}}\right]$ correspond to rotation angles (in degrees), $\left[a_{\mathit{\text{trans}}}\right.,\left.b_{\mathit{\text{trans}}}\right]$ correspond to translations (in pixels), $\left[a_{sc},b_{sc}\right]$ correspond to scalings (in logarithmic domain), $\left[a_{sh},b_{sh}\right]$ correspond to shearing angles (in degrees), $\left[a_{br},b_{br}\right]$ correspond to image brightness (in [0,255] scale), and $\left[a_{br},b_{br}\right]$ correspond to image contrast.

${\mathit{a}}_{\mathit{\text{rot}}}$	${\mathit{b}}_{\mathit{\text{rot}}}$	$a_{\mathit{\text{trans}}}$	$b_{\mathit{\text{trans}}}$	$a_{sc}$	$b_{sc}$	$a_{sh}$	$b_{sh}$	$a_{br}$	$b_{br}$	$a_{\mathit{\text{contr}}}$	$b_{\mathit{\text{contr}}}$
−10	10	−10	10	0.8	1.2	−10	10	−20	20	0.8	1.25