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rocal_api_augmentation.h
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1 /*
2 Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved.
3 
4 Permission is hereby granted, free of charge, to any person obtaining a copy
5 of this software and associated documentation files (the "Software"), to deal
6 in the Software without restriction, including without limitation the rights
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10 
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12 all copies or substantial portions of the Software.
13 
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15 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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22 
23 #ifndef MIVISIONX_ROCAL_API_AUGMENTATION_H
24 #define MIVISIONX_ROCAL_API_AUGMENTATION_H
25 #include "rocal_api_types.h"
26 
45 extern "C" RocalTensor ROCAL_API_CALL rocalSequenceRearrange(RocalContext p_context, RocalTensor p_input,
46  std::vector<unsigned int> &new_order,
47  bool is_output);
48 
67 extern "C" RocalTensor ROCAL_API_CALL rocalResize(RocalContext context, RocalTensor input,
68  unsigned dest_width, unsigned dest_height,
69  bool is_output,
71  std::vector<unsigned> max_size = {},
72  unsigned resize_shorter = 0,
73  unsigned resize_longer = 0,
75  RocalTensorLayout output_layout = ROCAL_NONE,
76  RocalTensorOutputType output_datatype = ROCAL_UINT8);
77 
98 extern "C" RocalTensor ROCAL_API_CALL rocalResizeMirrorNormalize(RocalContext p_context, RocalTensor p_input, unsigned dest_width,
99  unsigned dest_height, std::vector<float> &mean, std::vector<float> &std_dev,
100  bool is_output,
102  std::vector<unsigned> max_size = {}, unsigned resize_shorter = 0,
103  unsigned resize_longer = 0,
105  RocalIntParam mirror = NULL,
106  RocalTensorLayout output_layout = ROCAL_NONE,
107  RocalTensorOutputType output_datatype = ROCAL_UINT8);
108 
125 extern "C" RocalTensor ROCAL_API_CALL rocalCropResize(RocalContext context, RocalTensor input,
126  unsigned dest_width, unsigned dest_height,
127  bool is_output,
128  RocalFloatParam area = NULL,
129  RocalFloatParam aspect_ratio = NULL,
130  RocalFloatParam x_center_drift = NULL,
131  RocalFloatParam y_center_drift = NULL,
132  RocalTensorLayout output_layout = ROCAL_NONE,
133  RocalTensorOutputType output_datatype = ROCAL_UINT8);
134 
151 extern "C" RocalTensor ROCAL_API_CALL rocalCropResizeFixed(RocalContext context, RocalTensor input,
152  unsigned dest_width, unsigned dest_height,
153  bool is_output,
154  float area, float aspect_ratio,
155  float x_center_drift, float y_center_drift,
156  RocalTensorLayout output_layout = ROCAL_NONE,
157  RocalTensorOutputType output_datatype = ROCAL_UINT8);
158 
173 extern "C" RocalTensor ROCAL_API_CALL rocalRotate(RocalContext context, RocalTensor input, bool is_output,
174  RocalFloatParam angle = NULL, unsigned dest_width = 0,
175  unsigned dest_height = 0,
177  RocalTensorLayout output_layout = ROCAL_NONE,
178  RocalTensorOutputType output_datatype = ROCAL_UINT8);
179 
193 extern "C" RocalTensor ROCAL_API_CALL rocalRotateFixed(RocalContext context, RocalTensor input, float angle,
194  bool is_output, unsigned dest_width = 0, unsigned dest_height = 0,
196  RocalTensorLayout output_layout = ROCAL_NONE,
197  RocalTensorOutputType output_datatype = ROCAL_UINT8);
198 
210 extern "C" RocalTensor ROCAL_API_CALL rocalBrightness(RocalContext context, RocalTensor input, bool is_output,
211  RocalFloatParam alpha = NULL, RocalFloatParam beta = NULL,
212  RocalTensorLayout output_layout = ROCAL_NONE,
213  RocalTensorOutputType output_datatype = ROCAL_UINT8);
214 
226 extern "C" RocalTensor ROCAL_API_CALL rocalBrightnessFixed(RocalContext context, RocalTensor input,
227  float alpha, float beta,
228  bool is_output,
229  RocalTensorLayout output_layout = ROCAL_NONE,
230  RocalTensorOutputType output_datatype = ROCAL_UINT8);
231 
242 extern "C" RocalTensor ROCAL_API_CALL rocalGamma(RocalContext context, RocalTensor input,
243  bool is_output,
244  RocalFloatParam gamma = NULL,
245  RocalTensorLayout output_layout = ROCAL_NONE,
246  RocalTensorOutputType output_datatype = ROCAL_UINT8);
247 
258 extern "C" RocalTensor ROCAL_API_CALL rocalGammaFixed(RocalContext context, RocalTensor input,
259  float gamma,
260  bool is_output,
261  RocalTensorLayout output_layout = ROCAL_NONE,
262  RocalTensorOutputType output_datatype = ROCAL_UINT8);
263 
275 extern "C" RocalTensor ROCAL_API_CALL rocalContrast(RocalContext context, RocalTensor input,
276  bool is_output,
277  RocalFloatParam contrast_factor = NULL, RocalFloatParam contrast_center = NULL,
278  RocalTensorLayout output_layout = ROCAL_NONE,
279  RocalTensorOutputType output_datatype = ROCAL_UINT8);
280 
292 extern "C" RocalTensor ROCAL_API_CALL rocalContrastFixed(RocalContext context, RocalTensor input,
293  float contrast_factor, float contrast_center,
294  bool is_output,
295  RocalTensorLayout output_layout = ROCAL_NONE,
296  RocalTensorOutputType output_datatype = ROCAL_UINT8);
297 
309 extern "C" RocalTensor ROCAL_API_CALL rocalFlip(RocalContext context, RocalTensor input, bool is_output,
310  RocalIntParam horizonal_flag = NULL, RocalIntParam vertical_flag = NULL,
311  RocalTensorLayout output_layout = ROCAL_NONE,
312  RocalTensorOutputType output_datatype = ROCAL_UINT8);
313 
325 extern "C" RocalTensor ROCAL_API_CALL rocalFlipFixed(RocalContext context, RocalTensor input,
326  int horizonal_flag, int vertical_flag, bool is_output,
327  RocalTensorLayout output_layout = ROCAL_NONE,
328  RocalTensorOutputType output_datatype = ROCAL_UINT8);
329 
340 extern "C" RocalTensor ROCAL_API_CALL rocalBlur(RocalContext context, RocalTensor input,
341  bool is_output,
342  RocalIntParam kernel_size = NULL,
343  RocalTensorLayout output_layout = ROCAL_NONE,
344  RocalTensorOutputType output_datatype = ROCAL_UINT8);
345 
356 extern "C" RocalTensor ROCAL_API_CALL rocalBlurFixed(RocalContext context, RocalTensor input,
357  int kernel_size, bool is_output,
358  RocalTensorLayout output_layout = ROCAL_NONE,
359  RocalTensorOutputType output_datatype = ROCAL_UINT8);
360 
372 extern "C" RocalTensor ROCAL_API_CALL rocalBlend(RocalContext context, RocalTensor input1, RocalTensor input2,
373  bool is_output,
374  RocalFloatParam ratio = NULL,
375  RocalTensorLayout output_layout = ROCAL_NONE,
376  RocalTensorOutputType output_datatype = ROCAL_UINT8);
377 
389 extern "C" RocalTensor ROCAL_API_CALL rocalBlendFixed(RocalContext context, RocalTensor input1, RocalTensor input2,
390  float ratio, bool is_output,
391  RocalTensorLayout output_layout = ROCAL_NONE,
392  RocalTensorOutputType output_datatype = ROCAL_UINT8);
393 
412 extern "C" RocalTensor ROCAL_API_CALL rocalWarpAffine(RocalContext context, RocalTensor input, bool is_output,
413  unsigned dest_height = 0, unsigned dest_width = 0,
414  RocalFloatParam x0 = NULL, RocalFloatParam x1 = NULL,
415  RocalFloatParam y0 = NULL, RocalFloatParam y1 = NULL,
416  RocalFloatParam o0 = NULL, RocalFloatParam o1 = NULL,
418  RocalTensorLayout output_layout = ROCAL_NONE,
419  RocalTensorOutputType output_datatype = ROCAL_UINT8);
420 
439 extern "C" RocalTensor ROCAL_API_CALL rocalWarpAffineFixed(RocalContext context, RocalTensor input, float x0, float x1,
440  float y0, float y1, float o0, float o1, bool is_output,
441  unsigned int dest_height = 0, unsigned int dest_width = 0,
443  RocalTensorLayout output_layout = ROCAL_NONE,
444  RocalTensorOutputType output_datatype = ROCAL_UINT8);
445 
455 extern "C" RocalTensor ROCAL_API_CALL rocalFishEye(RocalContext context, RocalTensor input, bool is_output,
456  RocalTensorLayout output_layout = ROCAL_NONE,
457  RocalTensorOutputType output_datatype = ROCAL_UINT8);
458 
470 extern "C" RocalTensor ROCAL_API_CALL rocalVignette(RocalContext context, RocalTensor input,
471  bool is_output, RocalFloatParam sdev = NULL,
472  RocalTensorLayout output_layout = ROCAL_NONE,
473  RocalTensorOutputType output_datatype = ROCAL_UINT8);
474 
486 extern "C" RocalTensor ROCAL_API_CALL rocalVignetteFixed(RocalContext context, RocalTensor input,
487  float sdev, bool is_output,
488  RocalTensorLayout output_layout = ROCAL_NONE,
489  RocalTensorOutputType output_datatype = ROCAL_UINT8);
490 
502 extern "C" RocalTensor ROCAL_API_CALL rocalJitter(RocalContext context, RocalTensor input,
503  bool is_output,
504  RocalIntParam kernel_size = NULL,
505  int seed = 0,
506  RocalTensorLayout output_layout = ROCAL_NONE,
507  RocalTensorOutputType output_datatype = ROCAL_UINT8);
508 
520 extern "C" RocalTensor ROCAL_API_CALL rocalJitterFixed(RocalContext context, RocalTensor input,
521  int kernel_size, bool is_output, int seed = 0,
522  RocalTensorLayout output_layout = ROCAL_NONE,
523  RocalTensorOutputType output_datatype = ROCAL_UINT8);
524 
539 extern "C" RocalTensor ROCAL_API_CALL rocalSnPNoise(RocalContext context, RocalTensor input,
540  bool is_output,
541  RocalFloatParam noise_prob = NULL, RocalFloatParam salt_prob = NULL,
542  RocalFloatParam salt_val = NULL, RocalFloatParam pepper_val = NULL,
543  int seed = 0,
544  RocalTensorLayout output_layout = ROCAL_NONE,
545  RocalTensorOutputType output_datatype = ROCAL_UINT8);
546 
561 extern "C" RocalTensor ROCAL_API_CALL rocalSnPNoiseFixed(RocalContext context, RocalTensor input,
562  float noise_prob, float salt_prob,
563  float salt_val, float pepper_val,
564  bool is_output, int seed = 0,
565  RocalTensorLayout output_layout = ROCAL_NONE,
566  RocalTensorOutputType output_datatype = ROCAL_UINT8);
567 
578 extern "C" RocalTensor ROCAL_API_CALL rocalSnow(RocalContext context, RocalTensor input,
579  bool is_output,
580  RocalFloatParam snow = NULL,
581  RocalTensorLayout output_layout = ROCAL_NONE,
582  RocalTensorOutputType output_datatype = ROCAL_UINT8);
583 
594 extern "C" RocalTensor ROCAL_API_CALL rocalSnowFixed(RocalContext context, RocalTensor input,
595  float snow, bool is_output,
596  RocalTensorLayout output_layout = ROCAL_NONE,
597  RocalTensorOutputType output_datatype = ROCAL_UINT8);
598 
612 extern "C" RocalTensor ROCAL_API_CALL rocalRain(RocalContext context, RocalTensor input,
613  bool is_output,
614  RocalFloatParam rain_value = NULL,
615  RocalIntParam rain_width = NULL,
616  RocalIntParam rain_height = NULL,
617  RocalFloatParam rain_transparency = NULL,
618  RocalTensorLayout output_layout = ROCAL_NONE,
619  RocalTensorOutputType output_datatype = ROCAL_UINT8);
620 
634 extern "C" RocalTensor ROCAL_API_CALL rocalRainFixed(RocalContext context, RocalTensor input,
635  float rain_value,
636  int rain_width,
637  int rain_height,
638  float rain_transparency,
639  bool is_output,
640  RocalTensorLayout output_layout = ROCAL_NONE,
641  RocalTensorOutputType output_datatype = ROCAL_UINT8);
642 
653 extern "C" RocalTensor ROCAL_API_CALL rocalColorTemp(RocalContext context, RocalTensor input,
654  bool is_output,
655  RocalIntParam adjustment = NULL,
656  RocalTensorLayout output_layout = ROCAL_NONE,
657  RocalTensorOutputType output_datatype = ROCAL_UINT8);
658 
669 extern "C" RocalTensor ROCAL_API_CALL rocalColorTempFixed(RocalContext context, RocalTensor input,
670  int adjustment, bool is_output,
671  RocalTensorLayout output_layout = ROCAL_NONE,
672  RocalTensorOutputType output_datatype = ROCAL_UINT8);
673 
684 extern "C" RocalTensor ROCAL_API_CALL rocalFog(RocalContext context, RocalTensor input,
685  bool is_output,
686  RocalFloatParam fog_value = NULL,
687  RocalTensorLayout output_layout = ROCAL_NONE,
688  RocalTensorOutputType output_datatype = ROCAL_UINT8);
689 
700 extern "C" RocalTensor ROCAL_API_CALL rocalFogFixed(RocalContext context, RocalTensor input,
701  float fog_value, bool is_output,
702  RocalTensorLayout output_layout = ROCAL_NONE,
703  RocalTensorOutputType output_datatype = ROCAL_UINT8);
704 
716 extern "C" RocalTensor ROCAL_API_CALL rocalLensCorrection(RocalContext context, RocalTensor input, bool is_output,
717  RocalFloatParam strength = NULL,
718  RocalFloatParam zoom = NULL,
719  RocalTensorLayout output_layout = ROCAL_NONE,
720  RocalTensorOutputType output_datatype = ROCAL_UINT8);
721 
733 extern "C" RocalTensor ROCAL_API_CALL rocalLensCorrectionFixed(RocalContext context, RocalTensor input,
734  float strength, float zoom, bool is_output,
735  RocalTensorLayout output_layout = ROCAL_NONE,
736  RocalTensorOutputType output_datatype = ROCAL_UINT8);
737 
747 extern "C" RocalTensor ROCAL_API_CALL rocalPixelate(RocalContext context, RocalTensor input,
748  bool is_output,
749  RocalTensorLayout output_layout = ROCAL_NONE,
750  RocalTensorOutputType output_datatype = ROCAL_UINT8);
751 
762 extern "C" RocalTensor ROCAL_API_CALL rocalExposure(RocalContext context, RocalTensor input,
763  bool is_output,
764  RocalFloatParam exposure_factor = NULL,
765  RocalTensorLayout output_layout = ROCAL_NONE,
766  RocalTensorOutputType output_datatype = ROCAL_UINT8);
767 
778 extern "C" RocalTensor ROCAL_API_CALL rocalExposureFixed(RocalContext context, RocalTensor input,
779  float exposure_factor, bool is_output,
780  RocalTensorLayout output_layout = ROCAL_NONE,
781  RocalTensorOutputType output_datatype = ROCAL_UINT8);
782 
793 extern "C" RocalTensor ROCAL_API_CALL rocalHue(RocalContext context, RocalTensor input,
794  bool is_output,
795  RocalFloatParam hue = NULL,
796  RocalTensorLayout output_layout = ROCAL_NONE,
797  RocalTensorOutputType output_datatype = ROCAL_UINT8);
798 
809 extern "C" RocalTensor ROCAL_API_CALL rocalHueFixed(RocalContext context, RocalTensor input,
810  float hue,
811  bool is_output,
812  RocalTensorLayout output_layout = ROCAL_NONE,
813  RocalTensorOutputType output_datatype = ROCAL_UINT8);
814 
825 extern "C" RocalTensor ROCAL_API_CALL rocalSaturation(RocalContext context, RocalTensor input,
826  bool is_output,
827  RocalFloatParam saturation = NULL,
828  RocalTensorLayout output_layout = ROCAL_NONE,
829  RocalTensorOutputType output_datatype = ROCAL_UINT8);
830 
841 extern "C" RocalTensor ROCAL_API_CALL rocalSaturationFixed(RocalContext context, RocalTensor input,
842  float saturation, bool is_output,
843  RocalTensorLayout output_layout = ROCAL_NONE,
844  RocalTensorOutputType output_datatype = ROCAL_UINT8);
845 
853 extern "C" RocalTensor ROCAL_API_CALL rocalCopy(RocalContext context, RocalTensor input, bool is_output);
854 
862 extern "C" RocalTensor ROCAL_API_CALL rocalNop(RocalContext context, RocalTensor input, bool is_output);
863 
877 extern "C" RocalTensor ROCAL_API_CALL rocalColorTwist(RocalContext context, RocalTensor input,
878  bool is_output,
879  RocalFloatParam alpha = NULL,
880  RocalFloatParam beta = NULL,
881  RocalFloatParam hue = NULL,
882  RocalFloatParam sat = NULL,
883  RocalTensorLayout output_layout = ROCAL_NONE,
884  RocalTensorOutputType output_datatype = ROCAL_UINT8);
885 
899 extern "C" RocalTensor ROCAL_API_CALL rocalColorTwistFixed(RocalContext context, RocalTensor input,
900  float alpha,
901  float beta,
902  float hue,
903  float sat,
904  bool is_output,
905  RocalTensorLayout output_layout = ROCAL_NONE,
906  RocalTensorOutputType output_datatype = ROCAL_UINT8);
907 
924 extern "C" RocalTensor ROCAL_API_CALL rocalCropMirrorNormalize(RocalContext context, RocalTensor input,
925  unsigned crop_height,
926  unsigned crop_width,
927  float start_x,
928  float start_y,
929  std::vector<float> &mean,
930  std::vector<float> &std_dev,
931  bool is_output,
932  RocalIntParam mirror = NULL,
933  RocalTensorLayout output_layout = ROCAL_NONE,
934  RocalTensorOutputType output_datatype = ROCAL_UINT8);
935 
951 extern "C" RocalTensor ROCAL_API_CALL rocalCrop(RocalContext context, RocalTensor input, bool is_output,
952  RocalFloatParam crop_width = NULL,
953  RocalFloatParam crop_height = NULL,
954  RocalFloatParam crop_depth = NULL,
955  RocalFloatParam crop_pox_x = NULL,
956  RocalFloatParam crop_pos_y = NULL,
957  RocalFloatParam crop_pos_z = NULL,
958  RocalTensorLayout output_layout = ROCAL_NONE,
959  RocalTensorOutputType output_datatype = ROCAL_UINT8);
960 
976 extern "C" RocalTensor ROCAL_API_CALL rocalCropFixed(RocalContext context, RocalTensor input,
977  unsigned crop_width,
978  unsigned crop_height,
979  unsigned crop_depth,
980  bool is_output,
981  float crop_pox_x,
982  float crop_pos_y,
983  float crop_pos_z,
984  RocalTensorLayout output_layout = ROCAL_NONE,
985  RocalTensorOutputType output_datatype = ROCAL_UINT8);
986 
999 extern "C" RocalTensor ROCAL_API_CALL rocalCropCenterFixed(RocalContext context, RocalTensor input,
1000  unsigned crop_width,
1001  unsigned crop_height,
1002  unsigned crop_depth,
1003  bool is_output,
1004  RocalTensorLayout output_layout = ROCAL_NONE,
1005  RocalTensorOutputType output_datatype = ROCAL_UINT8);
1006 
1021 extern "C" RocalTensor ROCAL_API_CALL rocalResizeCropMirrorFixed(RocalContext context, RocalTensor input,
1022  unsigned dest_width, unsigned dest_height,
1023  bool is_output,
1024  unsigned crop_h,
1025  unsigned crop_w,
1026  RocalIntParam mirror,
1027  RocalTensorLayout output_layout = ROCAL_NONE,
1028  RocalTensorOutputType output_datatype = ROCAL_UINT8);
1029 
1044 extern "C" RocalTensor ROCAL_API_CALL rocalResizeCropMirror(RocalContext context, RocalTensor input,
1045  unsigned dest_width, unsigned dest_height,
1046  bool is_output, RocalFloatParam crop_height = NULL,
1047  RocalFloatParam crop_width = NULL, RocalIntParam mirror = NULL,
1048  RocalTensorLayout output_layout = ROCAL_NONE,
1049  RocalTensorOutputType output_datatype = ROCAL_UINT8);
1050 
1065 extern "C" RocalTensor ROCAL_API_CALL rocalRandomCrop(RocalContext context, RocalTensor input,
1066  bool is_output,
1067  RocalFloatParam crop_area_factor = NULL,
1068  RocalFloatParam crop_aspect_ratio = NULL,
1069  RocalFloatParam crop_pos_x = NULL,
1070  RocalFloatParam crop_pos_y = NULL,
1071  int num_of_attempts = 20,
1072  RocalTensorLayout output_layout = ROCAL_NONE,
1073  RocalTensorOutputType output_datatype = ROCAL_UINT8);
1074 
1090 extern "C" RocalTensor ROCAL_API_CALL rocalSSDRandomCrop(RocalContext context, RocalTensor input,
1091  bool is_output,
1092  RocalFloatParam threshold = NULL,
1093  RocalFloatParam crop_area_factor = NULL,
1094  RocalFloatParam crop_aspect_ratio = NULL,
1095  RocalFloatParam crop_pos_x = NULL,
1096  RocalFloatParam crop_pos_y = NULL,
1097  int num_of_attempts = 20,
1098  RocalTensorLayout output_layout = ROCAL_NONE,
1099  RocalTensorOutputType output_datatype = ROCAL_UINT8);
1100 
1101 #endif // MIVISIONX_ROCAL_API_AUGMENTATION_H
RocalTensor ROCAL_API_CALL rocalLensCorrection(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam strength=NULL, RocalFloatParam zoom=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies lens correction effect on images.
RocalTensor ROCAL_API_CALL rocalContrastFixed(RocalContext context, RocalTensor input, float contrast_factor, float contrast_center, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts contrast of the image with fixed parameters.
RocalTensor ROCAL_API_CALL rocalSequenceRearrange(RocalContext p_context, RocalTensor p_input, std::vector< unsigned int > &new_order, bool is_output)
Rearranges the order of the frames in the sequences with respect to new_order. new_order can have val...
RocalTensor ROCAL_API_CALL rocalFishEye(RocalContext context, RocalTensor input, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies fish eye effect on images.
RocalTensor ROCAL_API_CALL rocalBlend(RocalContext context, RocalTensor input1, RocalTensor input2, bool is_output, RocalFloatParam ratio=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Blends two input images given the ratio: output = input1*ratio + input2*(1-ratio)
RocalTensor ROCAL_API_CALL rocalHue(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam hue=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the hue in images.
RocalTensor ROCAL_API_CALL rocalBlendFixed(RocalContext context, RocalTensor input1, RocalTensor input2, float ratio, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Blends two input images given the fixed ratio: output = input1*ratio + input2*(1-ratio)
RocalTensor ROCAL_API_CALL rocalBlur(RocalContext context, RocalTensor input, bool is_output, RocalIntParam kernel_size=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies blur effect to images.
RocalTensor ROCAL_API_CALL rocalBlurFixed(RocalContext context, RocalTensor input, int kernel_size, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies blur effect to images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalCropResize(RocalContext context, RocalTensor input, unsigned dest_width, unsigned dest_height, bool is_output, RocalFloatParam area=NULL, RocalFloatParam aspect_ratio=NULL, RocalFloatParam x_center_drift=NULL, RocalFloatParam y_center_drift=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which perrforms crop and resize on images.
RocalTensor ROCAL_API_CALL rocalCropMirrorNormalize(RocalContext context, RocalTensor input, unsigned crop_height, unsigned crop_width, float start_x, float start_y, std::vector< float > &mean, std::vector< float > &std_dev, bool is_output, RocalIntParam mirror=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which performs crop, normalize and flip on images.
RocalTensor ROCAL_API_CALL rocalJitter(RocalContext context, RocalTensor input, bool is_output, RocalIntParam kernel_size=NULL, int seed=0, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies jitter effect on images.
RocalTensor ROCAL_API_CALL rocalResize(RocalContext context, RocalTensor input, unsigned dest_width, unsigned dest_height, bool is_output, RocalResizeScalingMode scaling_mode=ROCAL_SCALING_MODE_STRETCH, std::vector< unsigned > max_size={}, unsigned resize_shorter=0, unsigned resize_longer=0, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Resize images.
RocalTensor ROCAL_API_CALL rocalSaturationFixed(RocalContext context, RocalTensor input, float saturation, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the saturation in images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalRain(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam rain_value=NULL, RocalIntParam rain_width=NULL, RocalIntParam rain_height=NULL, RocalFloatParam rain_transparency=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies rain effect on images.
RocalTensor ROCAL_API_CALL rocalExposureFixed(RocalContext context, RocalTensor input, float exposure_factor, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the exposure in images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalExposure(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam exposure_factor=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the exposure in images.
RocalTensor ROCAL_API_CALL rocalSnowFixed(RocalContext context, RocalTensor input, float snow, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies snow effect on images with fixed parameter.
RocalTensor ROCAL_API_CALL rocalLensCorrectionFixed(RocalContext context, RocalTensor input, float strength, float zoom, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies lens correction effect on images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalContrast(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam contrast_factor=NULL, RocalFloatParam contrast_center=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts contrast of the image.
RocalTensor ROCAL_API_CALL rocalVignetteFixed(RocalContext context, RocalTensor input, float sdev, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies vignette effect on images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalSaturation(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam saturation=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the saturation in images.
RocalTensor ROCAL_API_CALL rocalWarpAffineFixed(RocalContext context, RocalTensor input, float x0, float x1, float y0, float y1, float o0, float o1, bool is_output, unsigned int dest_height=0, unsigned int dest_width=0, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies affine transformation to images with fixed affine matrix.
RocalTensor ROCAL_API_CALL rocalCropFixed(RocalContext context, RocalTensor input, unsigned crop_width, unsigned crop_height, unsigned crop_depth, bool is_output, float crop_pox_x, float crop_pos_y, float crop_pos_z, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Crops images with fixed coordinates.
RocalTensor ROCAL_API_CALL rocalSnPNoise(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam noise_prob=NULL, RocalFloatParam salt_prob=NULL, RocalFloatParam salt_val=NULL, RocalFloatParam pepper_val=NULL, int seed=0, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies salt and pepper noise effect on images.
RocalTensor ROCAL_API_CALL rocalRotateFixed(RocalContext context, RocalTensor input, float angle, bool is_output, unsigned dest_width=0, unsigned dest_height=0, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Rotates images with fixed angle value.
RocalTensor ROCAL_API_CALL rocalGammaFixed(RocalContext context, RocalTensor input, float gamma, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies gamma correction on image with fixed parameters.
RocalTensor ROCAL_API_CALL rocalVignette(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam sdev=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies vignette effect on images.
RocalTensor ROCAL_API_CALL rocalRandomCrop(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam crop_area_factor=NULL, RocalFloatParam crop_aspect_ratio=NULL, RocalFloatParam crop_pos_x=NULL, RocalFloatParam crop_pos_y=NULL, int num_of_attempts=20, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Crops images randomly.
RocalTensor ROCAL_API_CALL rocalColorTemp(RocalContext context, RocalTensor input, bool is_output, RocalIntParam adjustment=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the color temperature in images.
RocalTensor ROCAL_API_CALL rocalColorTwist(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam alpha=NULL, RocalFloatParam beta=NULL, RocalFloatParam hue=NULL, RocalFloatParam sat=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the brightness, hue and saturation of the images.
RocalTensor ROCAL_API_CALL rocalCopy(RocalContext context, RocalTensor input, bool is_output)
Copies input tensor to output tensor.
RocalTensor ROCAL_API_CALL rocalRotate(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam angle=NULL, unsigned dest_width=0, unsigned dest_height=0, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Rotates images.
RocalTensor ROCAL_API_CALL rocalResizeMirrorNormalize(RocalContext p_context, RocalTensor p_input, unsigned dest_width, unsigned dest_height, std::vector< float > &mean, std::vector< float > &std_dev, bool is_output, RocalResizeScalingMode scaling_mode=ROCAL_SCALING_MODE_STRETCH, std::vector< unsigned > max_size={}, unsigned resize_shorter=0, unsigned resize_longer=0, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalIntParam mirror=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which performs resize, normalize and flip on images.
RocalTensor ROCAL_API_CALL rocalRainFixed(RocalContext context, RocalTensor input, float rain_value, int rain_width, int rain_height, float rain_transparency, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies rain effect on images with fixed parameter.
RocalTensor ROCAL_API_CALL rocalPixelate(RocalContext context, RocalTensor input, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies pixelate effect on images.
RocalTensor ROCAL_API_CALL rocalSnow(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam snow=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies snow effect on images.
RocalTensor ROCAL_API_CALL rocalSnPNoiseFixed(RocalContext context, RocalTensor input, float noise_prob, float salt_prob, float salt_val, float pepper_val, bool is_output, int seed=0, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies salt and pepper noise on images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalSSDRandomCrop(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam threshold=NULL, RocalFloatParam crop_area_factor=NULL, RocalFloatParam crop_aspect_ratio=NULL, RocalFloatParam crop_pos_x=NULL, RocalFloatParam crop_pos_y=NULL, int num_of_attempts=20, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Crops images randomly used for SSD training.
RocalTensor ROCAL_API_CALL rocalNop(RocalContext context, RocalTensor input, bool is_output)
Performs no operation.
RocalTensor ROCAL_API_CALL rocalWarpAffine(RocalContext context, RocalTensor input, bool is_output, unsigned dest_height=0, unsigned dest_width=0, RocalFloatParam x0=NULL, RocalFloatParam x1=NULL, RocalFloatParam y0=NULL, RocalFloatParam y1=NULL, RocalFloatParam o0=NULL, RocalFloatParam o1=NULL, RocalResizeInterpolationType interpolation_type=ROCAL_LINEAR_INTERPOLATION, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies affine transformation to images.
RocalTensor ROCAL_API_CALL rocalHueFixed(RocalContext context, RocalTensor input, float hue, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the hue in images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalFlip(RocalContext context, RocalTensor input, bool is_output, RocalIntParam horizonal_flag=NULL, RocalIntParam vertical_flag=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Flip images horizontally and/or vertically based on inputs.
RocalTensor ROCAL_API_CALL rocalColorTwistFixed(RocalContext context, RocalTensor input, float alpha, float beta, float hue, float sat, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the brightness, hue and saturation of the images with fixed parameters.
RocalTensor ROCAL_API_CALL rocalResizeCropMirror(RocalContext context, RocalTensor input, unsigned dest_width, unsigned dest_height, bool is_output, RocalFloatParam crop_height=NULL, RocalFloatParam crop_width=NULL, RocalIntParam mirror=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which performs resize, crop and flip on images.
RocalTensor ROCAL_API_CALL rocalCropResizeFixed(RocalContext context, RocalTensor input, unsigned dest_width, unsigned dest_height, bool is_output, float area, float aspect_ratio, float x_center_drift, float y_center_drift, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which perrforms crop and resize on images with fixed crop coordinates.
RocalTensor ROCAL_API_CALL rocalCrop(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam crop_width=NULL, RocalFloatParam crop_height=NULL, RocalFloatParam crop_depth=NULL, RocalFloatParam crop_pox_x=NULL, RocalFloatParam crop_pos_y=NULL, RocalFloatParam crop_pos_z=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Crops images.
RocalTensor ROCAL_API_CALL rocalColorTempFixed(RocalContext context, RocalTensor input, int adjustment, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts the color temperature in images with fixed value.
RocalTensor ROCAL_API_CALL rocalFlipFixed(RocalContext context, RocalTensor input, int horizonal_flag, int vertical_flag, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Flip images horizontally and/or vertically with fixed parameters.
RocalTensor ROCAL_API_CALL rocalGamma(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam gamma=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies gamma correction on image.
RocalTensor ROCAL_API_CALL rocalBrightness(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam alpha=NULL, RocalFloatParam beta=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts brightness of the image.
RocalTensor ROCAL_API_CALL rocalJitterFixed(RocalContext context, RocalTensor input, int kernel_size, bool is_output, int seed=0, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies jitter effect on images with fixed kernel size.
RocalTensor ROCAL_API_CALL rocalFogFixed(RocalContext context, RocalTensor input, float fog_value, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies fog effect on images with fixed parameter.
RocalTensor ROCAL_API_CALL rocalCropCenterFixed(RocalContext context, RocalTensor input, unsigned crop_width, unsigned crop_height, unsigned crop_depth, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Crops images at the center with fixed coordinates.
RocalTensor ROCAL_API_CALL rocalBrightnessFixed(RocalContext context, RocalTensor input, float alpha, float beta, bool is_output, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Adjusts brightness of the image with fixed parameters.
RocalTensor ROCAL_API_CALL rocalFog(RocalContext context, RocalTensor input, bool is_output, RocalFloatParam fog_value=NULL, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Applies fog effect on images.
RocalTensor ROCAL_API_CALL rocalResizeCropMirrorFixed(RocalContext context, RocalTensor input, unsigned dest_width, unsigned dest_height, bool is_output, unsigned crop_h, unsigned crop_w, RocalIntParam mirror, RocalTensorLayout output_layout=ROCAL_NONE, RocalTensorOutputType output_datatype=ROCAL_UINT8)
Fused function which performs resize, crop and flip on images with fixed crop.
RocalResizeScalingMode
rocAL Resize Scaling Mode enum
Definition: rocal_api_types.h:298
RocalTensorLayout
rocAL Tensor Layout enum
Definition: rocal_api_types.h:208
RocalTensorOutputType
rocAL Tensor Output Type enum
Definition: rocal_api_types.h:229
void * RocalIntParam
typedef void* rocAL Int Param
Definition: rocal_api_types.h:58
void * RocalFloatParam
typedef void* Float Param
Definition: rocal_api_types.h:53
void * RocalContext
typedef void* rocAL Context
Definition: rocal_api_types.h:63
RocalResizeInterpolationType
rocAL Resize Interpolation Type enum
Definition: rocal_api_types.h:320
@ ROCAL_SCALING_MODE_STRETCH
scales wrt specified size, if only resize width/height is provided the other dimension is not scaled
Definition: rocal_api_types.h:304
@ ROCAL_NONE
AMD ROCAL_NONE.
Definition: rocal_api_types.h:223
@ ROCAL_UINT8
AMD ROCAL_UINT8.
Definition: rocal_api_types.h:238
@ ROCAL_LINEAR_INTERPOLATION
AMD ROCAL_LINEAR_INTERPOLATION.
Definition: rocal_api_types.h:326
The AMD rocAL Library - Types.
#define ROCAL_API_CALL
Definition: rocal_api_types.h:35