crop_layer_kernels.cu File Reference

Functions
__device__ float	bilinear_interpolate_kernel (float *image, int w, int h, float x, float y, int c)
void	forward_crop_layer_gpu (Darknet::Layer &l, Darknet::NetworkState state)
__global__ void	forward_crop_layer_kernel (float *input, float *rand, int size, int c, int h, int w, int crop_height, int crop_width, int train, int flip, float angle, float *output)
__device__ float	get_pixel_kernel (float *image, int w, int h, int x, int y, int c)
__device__ float3	hsv_to_rgb_kernel (float3 hsv)
__global__ void	levels_image_kernel (float *image, float *rand, int batch, int w, int h, int train, float saturation, float exposure, float translate, float scale, float shift)
__device__ float3	rgb_to_hsv_kernel (float3 rgb)

Function Documentation

bilinear_interpolate_kernel()

__device__ float bilinear_interpolate_kernel	(	float *	image,
		int	w,
		int	h,
		float	x,
		float	y,
		int	c
	)

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forward_crop_layer_gpu()

void forward_crop_layer_gpu	(	Darknet::Layer &	l,
		Darknet::NetworkState	state
	)

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forward_crop_layer_kernel()

__global__ void forward_crop_layer_kernel	(	float *	input,
		float *	rand,
		int	size,
		int	c,
		int	h,
		int	w,
		int	crop_height,
		int	crop_width,
		int	train,
		int	flip,
		float	angle,
		float *	output
	)

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get_pixel_kernel()

__device__ float get_pixel_kernel	(	float *	image,
		int	w,
		int	h,
		int	x,
		int	y,
		int	c
	)

Todo:

COLOR - specific RGB - HSV logic in here that won't work (well) with multispectral

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hsv_to_rgb_kernel()

__device__ float3 hsv_to_rgb_kernel

(

float3

hsv

)

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levels_image_kernel()

__global__ void levels_image_kernel	(	float *	image,
		float *	rand,
		int	batch,
		int	w,
		int	h,
		int	train,
		float	saturation,
		float	exposure,
		float	translate,
		float	scale,
		float	shift
	)

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rgb_to_hsv_kernel()

__device__ float3 rgb_to_hsv_kernel

(

float3

rgb

)

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