[c @sddlmZddlmZdeddddZdddddZdddddZdeeddddZdeeddddZ deeeedddd Z deedddd Z ddddd Z ddddd Z deedddd ZdeddddZdeeddddZdddddZdddddddddddddg ZdS(i(t SymbolBasei(t_NullcKsdS(sAdjust the lighting level of the input. Follow the AlexNet style. Defined in src/operator/image/image_random.cc:L118 Parameters ---------- data : Symbol The input. alpha : tuple of , required The lighting alphas for the R, G, B channels. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((tdatatalphatnametattrtouttkwargs((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytadjust_lightingscKsdS(s Defined in src/operator/image/image_random.cc:L68 Parameters ---------- data : Symbol The input. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytflip_left_rightscKsdS(s Defined in src/operator/image/image_random.cc:L76 Parameters ---------- data : Symbol The input. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytflip_top_bottom0scKsdS(s Defined in src/operator/image/image_random.cc:L52 Parameters ---------- data : Symbol The input. mean : tuple of , required Sequence of mean for each channel. std : tuple of , required Sequence of standard deviations for each channel. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RtmeantstdRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pyt normalizeDscKsdS(su Defined in src/operator/image/image_random.cc:L84 Parameters ---------- data : Symbol The input. min_factor : float, required Minimum factor. max_factor : float, required Maximum factor. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((Rt min_factort max_factorRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_brightness\sc KsdS(s Defined in src/operator/image/image_random.cc:L111 Parameters ---------- data : Symbol The input. brightness : float, required How much to jitter brightness. contrast : float, required How much to jitter contrast. saturation : float, required How much to jitter saturation. hue : float, required How much to jitter hue. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i(( Rt brightnesstcontrastt saturationthueRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_color_jittertscKsdS(su Defined in src/operator/image/image_random.cc:L90 Parameters ---------- data : Symbol The input. min_factor : float, required Minimum factor. max_factor : float, required Maximum factor. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_contrastscKsdS(s Defined in src/operator/image/image_random.cc:L72 Parameters ---------- data : Symbol The input. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_flip_left_rightscKsdS(s Defined in src/operator/image/image_random.cc:L80 Parameters ---------- data : Symbol The input. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_flip_top_bottomscKsdS(sv Defined in src/operator/image/image_random.cc:L104 Parameters ---------- data : Symbol The input. min_factor : float, required Minimum factor. max_factor : float, required Maximum factor. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pyt random_huescKsdS(sRandomly add PCA noise. Follow the AlexNet style. Defined in src/operator/image/image_random.cc:L125 Parameters ---------- data : Symbol The input. alpha_std : float, optional, default=0.05 Level of the lighting noise. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((Rt alpha_stdRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_lightingscKsdS(su Defined in src/operator/image/image_random.cc:L97 Parameters ---------- data : Symbol The input. min_factor : float, required Minimum factor. max_factor : float, required Maximum factor. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pytrandom_saturationscKsdS(s Defined in src/operator/image/image_random.cc:L42 Parameters ---------- data : Symbol The input. name : string, optional. Name of the resulting symbol. Returns ------- Symbol The result symbol. i(i((RRRRR((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pyt to_tensorsRR R R RRRRRRRRRN(t _internalRtbaseRtNoneRR R R RRRRRRRRRt__all__(((sV/usr/local/lib/python2.7/site-packages/mxnet-1.3.1-py2.7.egg/mxnet/symbol/gen_image.pyts!