Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
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								/*******************************************************************************
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								 * Copyright (c) 2019 Konduit K.K.
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								 *
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								 * This program and the accompanying materials are made available under the
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								 * terms of the Apache License, Version 2.0 which is available at
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								 * https://www.apache.org/licenses/LICENSE-2.0.
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								 *
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								 * Unless required by applicable law or agreed to in writing, software
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								 * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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								 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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								 * License for the specific language governing permissions and limitations
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								 * under the License.
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								 *
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								 * SPDX-License-Identifier: Apache-2.0
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								 ******************************************************************************/
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								//
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								// @author Oleh Semeniv (oleg.semeniv@gmail.com)
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								// 
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								//
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											2019-12-24 16:20:35 +04:00
										 
									 
								 
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								// @author AbdelRauf    (rauf@konduit.ai)
							 | 
						
					
						
							
								
									
										
											 
										 
										
											
												Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
							 | 
							
								
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								//
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								#ifndef LIBND4J_HEADERS_IMAGES_H
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								#define LIBND4J_HEADERS_IMAGES_H
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								#include <ops/declarable/headers/common.h>
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								#include <ops/declarable/CustomOperations.h>  
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								#include <helpers/ConstantTadHelper.h>
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								#include <execution/Threads.h>
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								#include <ops/declarable/helpers/imagesHelpers.h>
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											2020-03-02 12:49:41 +03:00
										 
									 
								 
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								namespace sd {
							 | 
						
					
						
							
								
									
										
											 
										 
										
											
												Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
							 | 
							
								
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								namespace ops {
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								/**
							 | 
						
					
						
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								 * Rgb To Hsv
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								 * Input arrays:
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							| 
								
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								 * 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
							 | 
						
					
						
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								 * Int arguments:
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								 * 0 - optional argument, corresponds to dimension with 3 channels
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								 */
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								#if NOT_EXCLUDED(OP_rgb_to_hsv)
							 | 
						
					
						
							
								
									
										
										
										
											2019-12-24 17:30:54 +02:00
										 
									 
								 
							 | 
							
								
									
										
									
								
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							 | 
							
							
								    DECLARE_CONFIGURABLE_OP(rgb_to_hsv, 1, 1, true, 0, 0);
							 | 
						
					
						
							
								
									
										
											 
										 
										
											
												Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								#endif
							 | 
						
					
						
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							 | 
							
							
								/**
							 | 
						
					
						
							| 
								
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							 | 
							
							
								 * Hsv To Rgb
							 | 
						
					
						
							| 
								
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							 | 
							
							
								 * Input arrays:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								 * 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								 * Int arguments:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								 * 0 - optional argument, corresponds to dimension with 3 channels
							 | 
						
					
						
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							 | 
							
							
								 */
							 | 
						
					
						
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								#if NOT_EXCLUDED(OP_hsv_to_rgb)
							 | 
						
					
						
							
								
									
										
										
										
											2019-12-24 17:30:54 +02:00
										 
									 
								 
							 | 
							
								
									
										
									
								
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							 | 
							
							
								    DECLARE_CONFIGURABLE_OP(hsv_to_rgb, 1, 1, true, 0, 0);
							 | 
						
					
						
							
								
									
										
											 
										 
										
											
												Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
							 | 
							
								
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								#endif
							 | 
						
					
						
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								/**
							 | 
						
					
						
							| 
								
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								* Rgb To GrayScale
							 | 
						
					
						
							| 
								
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							 | 
							
							
								* Input arrays:
							 | 
						
					
						
							| 
								
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								* 0 - input array with rank >= 1, the RGB tensor to convert. Last dimension must have size 3 and should contain RGB values.
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								*/
							 | 
						
					
						
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								#if NOT_EXCLUDED(OP_rgb_to_grs)
							 | 
						
					
						
							| 
								
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							 | 
							
							
								    DECLARE_CUSTOM_OP(rgb_to_grs, 1, 1, false, 0, 0);
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								#endif
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											2019-12-24 17:30:54 +02:00
										 
									 
								 
							 | 
							
								
									
										
									
								
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								    /**
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * Rgb To Yuv
							 | 
						
					
						
							| 
								
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							 | 
							
								
							 | 
							
							
								     * Input arrays:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * Int arguments:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * 0 - optional argument, corresponds to dimension with 3 channels
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     */
							 | 
						
					
						
							| 
								
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								#if NOT_EXCLUDED(OP_rgb_to_yuv)
							 | 
						
					
						
							| 
								
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							 | 
							
								
							 | 
							
							
								    DECLARE_CONFIGURABLE_OP(rgb_to_yuv, 1, 1, true, 0, 0);
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							| 
								
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							 | 
							
								
							 | 
							
							
								#endif
							 | 
						
					
						
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							| 
								
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							 | 
							
							
								    /**
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * Yuv To Rgb
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * Input arrays:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * Int arguments:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     * 0 - optional argument, corresponds to dimension with 3 channels
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								     */
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								#if NOT_EXCLUDED(OP_rgb_to_yuv)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    DECLARE_CONFIGURABLE_OP(yuv_to_rgb, 1, 1, true, 0, 0);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							
								
									
										
										
										
											2019-12-24 16:20:35 +04:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								/**
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								* Rgb To Yiq
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								* Input arrays:
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								* 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
							 | 
						
					
						
							| 
								
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								* Int arguments:
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								* 0 - optional argument, corresponds to dimension with 3 channels
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								*/
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								#if NOT_EXCLUDED(OP_rgb_to_yiq)
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											2019-12-24 17:30:54 +02:00
										 
									 
								 
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								    DECLARE_CONFIGURABLE_OP(rgb_to_yiq, 1, 1, true, 0, 0);
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											2019-12-24 16:20:35 +04:00
										 
									 
								 
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								#endif
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								/**
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								* Yiq To Rgb
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							 | 
							
							
								* Input arrays:
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								* 0 - input array with rank >= 1, must have at least one dimension equal 3, that is dimension containing channels.
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							| 
								
							 | 
							
								
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							 | 
							
							
								* Int arguments:
							 | 
						
					
						
							| 
								
							 | 
							
								
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							 | 
							
							
								* 0 - optional argument, corresponds to dimension with 3 channels
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							| 
								
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							 | 
							
							
								*/
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								#if NOT_EXCLUDED(OP_yiq_to_rgb)
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											2019-12-24 17:30:54 +02:00
										 
									 
								 
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								    DECLARE_CONFIGURABLE_OP(yiq_to_rgb, 1, 1, true, 0, 0);
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											2019-12-24 16:20:35 +04:00
										 
									 
								 
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								#endif
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							 | 
						
					
						
							
								
									
										
											 
										 
										
											
												Oleh rgb to gray scale (#138)
* libnd4j: RgbToGrayscale op #8536 - raw implementation in user branch, need checks for integration and adding other orders
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 next step of merging images
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536, Revert merge of hsv_to_rgb and rgb_to_hsv as cause conflicts in naming need refactoring before merge, implementation of rbg_to_grs added
* libnd4j: RgbToGrayscale op #8536 imlementation and conflict resolve
* libnd4j: RgbToGrayscale op #8536 merged operations with images into image, renamed methods and files
* libnd4j: RgbToGrayscale op #8536 added test for rgbToGrayScale, need clarification and fixed tests case run
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j: RgbToGrayscale op #8536 bug fixing and need review
* libnd4j: RgbToGrayscale op #8536 some additional corrections after review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - minor corrections in rgbToGrs test1
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j: RgbToGrayscale op #8536, corrected tests and rbf_to_grs, fixed problems, refactoring, need review
* libnd4j: RgbToGrayscale op #8536 fix for 'f' order in rgbToGrs
* libnd4j: RgbToGrayscale op #8536 fixed several bugs with dimC, test case refactoring and improve
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add cuda kernel for rgbToGrs op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fix linkage errors
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
											
										 
										
											2019-12-20 19:59:29 +02:00
										 
									 
								 
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								}
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							| 
								
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							 | 
							
							
								}
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							| 
								
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							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								#endif
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											2019-12-24 17:30:54 +02:00
										 
									 
								 
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							 | 
							
								
							 | 
							
							
								#endif
							 |