dnn_espcn.h File Reference

This file contains CNN weights for ESPCN model (https://arxiv.org/abs/1609.05158), auto generated by scripts provided in the repository: https://github.com/HighVoltageRocknRoll/sr.git. More...

Go to the source code of this file.

Variables
static const float	espcn_conv1_kernel []
static const long int	espcn_conv1_kernel_dims []
static const float	espcn_conv1_bias []
static const long int	espcn_conv1_bias_dims []
static const float	espcn_conv2_kernel []
static const long int	espcn_conv2_kernel_dims []
static const float	espcn_conv2_bias []
static const long int	espcn_conv2_bias_dims []
static const float	espcn_conv3_kernel []
static const long int	espcn_conv3_kernel_dims []
static const float	espcn_conv3_bias []
static const long int	espcn_conv3_bias_dims []

Detailed Description

This file contains CNN weights for ESPCN model (https://arxiv.org/abs/1609.05158), auto generated by scripts provided in the repository: https://github.com/HighVoltageRocknRoll/sr.git.

Definition in file dnn_espcn.h.

Variable Documentation

const float espcn_conv1_kernel[]

static

Definition at line 30 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv1_kernel_dims[]

static

Initial value:

= {
    64,
    5,
    5,
    1
}

Definition at line 433 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().

const float espcn_conv1_bias[]

static

Initial value:

= {
    -0.018524863f,   -0.02344122f,    -0.059815478f,   -0.13828179f,
    -0.5407016f,     0.06077186f,     0.011967307f,    1.6737873e-05f,
    0.044080056f,    7.559907e-05f,   -0.0023202975f,  0.036452256f,
    -0.0011971687f,  0.037468974f,    0.5938281f,      -0.0019778858f,
    -0.0029633807f,  0.032908075f,    -0.082847565f,   0.5534438f,
    0.0010720869f,   0.008382872f,    -0.0005540301f,  0.007542251f,
    -0.00054567686f, 0.002956358f,    0.046740323f,    0.00097470934f,
    -0.0008472085f,  -0.44804764f,    0.38280413f,     0.030789707f,
    -0.722147f,      0.46606433f,     -0.03505152f,    -0.0014596627f,
    0.0030858433f,   0.0030317134f,   0.0025776294f,   0.0231461f,
    0.01756983f,     -0.07762163f,    0.0032662358f,   0.046537727f,
    -0.044725697f,   -0.002968841f,   0.0005652894f,   -0.0059821554f,
    0.6851272f,      -0.092141666f,   -0.29181793f,    0.00046312233f,
    -0.54941076f,    0.034235522f,    0.11732721f,     0.027588358f,
    0.0060634925f,   0.004350643f,    0.46479496f,     0.0037383304f,
    -0.2703324f,     0.026774203f,    0.017801644f,    0.04200875f
}

Definition at line 440 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv1_bias_dims[]

static

Initial value:

= {
    64
}

Definition at line 459 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().

const float espcn_conv2_kernel[]

static

Definition at line 463 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv2_kernel_dims[]

static

Initial value:

= {
    32,
    3,
    3,
    64
}

Definition at line 5074 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().

const float espcn_conv2_bias[]

static

Initial value:

= {
    0.33971384f,  -0.23245853f, -1.0215325f,  -0.2263814f,
    0.09201997f,  0.19144128f,  -1.3733093f,  -1.7035905f,
    -0.6637244f,  -0.08333605f, 0.44616115f,  -0.076926f,
    0.5801112f,   -0.71345073f, 0.33217007f,  -0.67426187f,
    -0.48569643f, -0.13424309f, -1.1751443f,  0.5630307f,
    0.3653299f,   0.64577675f,  0.2021496f,   0.03874249f,
    0.44926018f,  0.09768973f,  -0.9930376f,  -0.8841269f,
    -0.18398902f, 0.69865096f,  -0.16083398f, -0.19168021f
}

Definition at line 5081 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv2_bias_dims[]

static

Initial value:

= {
    32
}

Definition at line 5092 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().

const float espcn_conv3_kernel[]

static

Definition at line 5096 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv3_kernel_dims[]

static

Initial value:

= {
    4,
    3,
    3,
    32
}

Definition at line 5387 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().

const float espcn_conv3_bias[]

static

Initial value:

= {
    -0.00073408236f, 0.004423303f,    0.0024515174f,   0.002585888f
}

Definition at line 5394 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int espcn_conv3_bias_dims[]

static

Initial value:

= {
    4
}

Definition at line 5398 of file dnn_espcn.h.

Referenced by ff_dnn_load_default_model_tf().