doxygen/html/rocal__api__meta__data_8h_source.html

 /*

 Copyright (c) 2019 - 2023 Advanced Micro Devices, Inc. All rights reserved.


 Permission is hereby granted, free of charge, to any person obtaining a copy

 of this software and associated documentation files (the "Software"), to deal

 in the Software without restriction, including without limitation the rights

 to use, copy, modify, merge, publish, distribute, sublicense, and/or sell

 copies of the Software, and to permit persons to whom the Software is

 furnished to do so, subject to the following conditions:


 The above copyright notice and this permission notice shall be included in

 all copies or substantial portions of the Software.


 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR

 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,

 FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL THE

 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER

 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,

 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN

 THE SOFTWARE.

 */


 #ifndef MIVISIONX_ROCAL_API_META_DATA_H

 #define MIVISIONX_ROCAL_API_META_DATA_H

 #include "rocal_api_types.h"


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateLabelReader(RocalContext rocal_context, const char* source_path);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateVideoLabelReader(RocalContext rocal_context, const char* source_path, unsigned sequence_length, unsigned frame_step, unsigned frame_stride, bool file_list_frame_num = true);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateTFReader(RocalContext rocal_context, const char* source_path, bool is_output,

                                                             const char* user_key_for_label, const char* user_key_for_filename);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateTFReaderDetection(RocalContext rocal_context, const char* source_path, bool is_output,

                                                                      const char* user_key_for_label, const char* user_key_for_text,

                                                                      const char* user_key_for_xmin, const char* user_key_for_ymin, const char* user_key_for_xmax, const char* user_key_for_ymax,

                                                                      const char* user_key_for_filename);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCOCOReader(RocalContext rocal_context, const char* source_path, bool is_output, bool mask = false, bool ltrb = true, bool is_box_encoder = false, bool avoid_class_remapping = false, bool aspect_ratio_grouping = false, bool is_box_iou_matcher = false);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCOCOReaderKeyPoints(RocalContext rocal_context, const char* source_path, bool is_output, float sigma = 0.0, unsigned pose_output_width = 0, unsigned pose_output_height = 0);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateTextFileBasedLabelReader(RocalContext rocal_context, const char* source_path);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCaffeLMDBLabelReader(RocalContext rocal_context, const char* source_path);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCaffeLMDBReaderDetection(RocalContext rocal_context, const char* source_path);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCaffe2LMDBLabelReader(RocalContext rocal_context, const char* source_path, bool is_output);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateCaffe2LMDBReaderDetection(RocalContext rocal_context, const char* source_path, bool is_output);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateMXNetReader(RocalContext rocal_context, const char* source_path, bool is_output);


 extern "C" void ROCAL_API_CALL rocalGetImageName(RocalContext rocal_context, char* buf);


 extern "C" unsigned ROCAL_API_CALL rocalGetImageNameLen(RocalContext rocal_context, int* buf);


 extern "C" RocalTensorList ROCAL_API_CALL rocalGetImageLabels(RocalContext rocal_context);


 extern "C" unsigned ROCAL_API_CALL rocalGetBoundingBoxCount(RocalContext rocal_context);


 extern "C" unsigned ROCAL_API_CALL rocalGetMaskCount(RocalContext p_context, int* buf);


 extern "C" RocalTensorList ROCAL_API_CALL rocalGetMaskCoordinates(RocalContext p_context, int* bufcount);


 extern "C" RocalTensorList ROCAL_API_CALL rocalGetBoundingBoxLabel(RocalContext rocal_context);


 extern "C" RocalTensorList ROCAL_API_CALL rocalGetBoundingBoxCords(RocalContext rocal_context);


 extern "C" void ROCAL_API_CALL rocalGetImageSizes(RocalContext rocal_context, int* buf);


 extern "C" void ROCAL_API_CALL rocalGetROIImageSizes(RocalContext rocal_context, int* buf);


 extern "C" RocalMetaData ROCAL_API_CALL rocalCreateTextCifar10LabelReader(RocalContext rocal_context, const char* source_path, const char* file_prefix);


 extern "C" void ROCAL_API_CALL rocalGetOneHotImageLabels(RocalContext rocal_context, void* buf, int numOfClasses, RocalOutputMemType output_mem_type);


 extern "C" void ROCAL_API_CALL rocalRandomBBoxCrop(RocalContext p_context, bool all_boxes_overlap, bool no_crop, RocalFloatParam aspect_ratio = NULL, bool has_shape = false, int crop_width = 0, int crop_height = 0, int num_attempts = 1, RocalFloatParam scaling = NULL, int total_num_attempts = 0, int64_t seed = 0);


 extern "C" void ROCAL_API_CALL rocalGetSequenceStartFrameNumber(RocalContext rocal_context, unsigned int* buf);


 extern "C" void ROCAL_API_CALL rocalGetSequenceFrameTimestamps(RocalContext rocal_context, float* buf);


 extern "C" void ROCAL_API_CALL rocalBoxEncoder(RocalContext p_context, std::vector<float>& anchors, float criteria,

                                                std::vector<float>& means, std::vector<float>& stds, bool offset = false, float scale = 1.0);


 extern "C" void ROCAL_API_CALL rocalCopyEncodedBoxesAndLables(RocalContext p_context, float* boxes_buf, int* labels_buf);


 extern "C" RocalMetaData ROCAL_API_CALL rocalGetEncodedBoxesAndLables(RocalContext p_context, int num_encoded_boxes);


 extern "C" void ROCAL_API_CALL rocalGetImageId(RocalContext p_context, int* buf);


 extern "C" void ROCAL_API_CALL rocalGetJointsDataPtr(RocalContext p_context, RocalJointsData** joints_data);


 extern "C" void ROCAL_API_CALL rocalBoxIouMatcher(RocalContext p_context, std::vector<float>& anchors,

                                                   float high_threshold, float low_threshold, bool allow_low_quality_matches = true);


 extern "C" RocalTensorList ROCAL_API_CALL rocalGetMatchedIndices(RocalContext p_context);


 #endif  // MIVISIONX_ROCAL_API_META_DATA_H

rocalGetSequenceFrameTimestamps
void ROCAL_API_CALL rocalGetSequenceFrameTimestamps(RocalContext rocal_context, float *buf)
get sequence time stamps

rocalCreateVideoLabelReader
RocalMetaData ROCAL_API_CALL rocalCreateVideoLabelReader(RocalContext rocal_context, const char *source_path, unsigned sequence_length, unsigned frame_step, unsigned frame_stride, bool file_list_frame_num=true)
creates video label reader

rocalGetEncodedBoxesAndLables
RocalMetaData ROCAL_API_CALL rocalGetEncodedBoxesAndLables(RocalContext p_context, int num_encoded_boxes)

rocalGetBoundingBoxLabel
RocalTensorList ROCAL_API_CALL rocalGetBoundingBoxLabel(RocalContext rocal_context)
get bounding box label

rocalCopyEncodedBoxesAndLables
void ROCAL_API_CALL rocalCopyEncodedBoxesAndLables(RocalContext p_context, float *boxes_buf, int *labels_buf)
copy encoded boxes and labels

rocalGetBoundingBoxCount
unsigned ROCAL_API_CALL rocalGetBoundingBoxCount(RocalContext rocal_context)
get bounding box count

rocalGetOneHotImageLabels
void ROCAL_API_CALL rocalGetOneHotImageLabels(RocalContext rocal_context, void *buf, int numOfClasses, RocalOutputMemType output_mem_type)
get one hot image labels

rocalGetJointsDataPtr
void ROCAL_API_CALL rocalGetJointsDataPtr(RocalContext p_context, RocalJointsData **joints_data)
get joints data pointer

rocalGetROIImageSizes
void ROCAL_API_CALL rocalGetROIImageSizes(RocalContext rocal_context, int *buf)
get ROI image sizes

rocalGetImageNameLen
unsigned ROCAL_API_CALL rocalGetImageNameLen(RocalContext rocal_context, int *buf)
get image name lengths

rocalCreateCOCOReader
RocalMetaData ROCAL_API_CALL rocalCreateCOCOReader(RocalContext rocal_context, const char *source_path, bool is_output, bool mask=false, bool ltrb=true, bool is_box_encoder=false, bool avoid_class_remapping=false, bool aspect_ratio_grouping=false, bool is_box_iou_matcher=false)
create coco reader

rocalCreateCaffeLMDBReaderDetection
RocalMetaData ROCAL_API_CALL rocalCreateCaffeLMDBReaderDetection(RocalContext rocal_context, const char *source_path)
create caffe LMDB label reader for object detection

rocalCreateMXNetReader
RocalMetaData ROCAL_API_CALL rocalCreateMXNetReader(RocalContext rocal_context, const char *source_path, bool is_output)
create MXNet reader

rocalGetImageLabels
RocalTensorList ROCAL_API_CALL rocalGetImageLabels(RocalContext rocal_context)
get image labels

rocalCreateTFReaderDetection
RocalMetaData ROCAL_API_CALL rocalCreateTFReaderDetection(RocalContext rocal_context, const char *source_path, bool is_output, const char *user_key_for_label, const char *user_key_for_text, const char *user_key_for_xmin, const char *user_key_for_ymin, const char *user_key_for_xmax, const char *user_key_for_ymax, const char *user_key_for_filename)
create tf reader detection

rocalGetMaskCount
unsigned ROCAL_API_CALL rocalGetMaskCount(RocalContext p_context, int *buf)
get mask count

rocalCreateCaffe2LMDBReaderDetection
RocalMetaData ROCAL_API_CALL rocalCreateCaffe2LMDBReaderDetection(RocalContext rocal_context, const char *source_path, bool is_output)
create caffe2 LMDB label reader for object detection

rocalGetMaskCoordinates
RocalTensorList ROCAL_API_CALL rocalGetMaskCoordinates(RocalContext p_context, int *bufcount)
get mask coordinates

rocalCreateTextCifar10LabelReader
RocalMetaData ROCAL_API_CALL rocalCreateTextCifar10LabelReader(RocalContext rocal_context, const char *source_path, const char *file_prefix)
create text cifar10 label reader

rocalBoxIouMatcher
void ROCAL_API_CALL rocalBoxIouMatcher(RocalContext p_context, std::vector< float > &anchors, float high_threshold, float low_threshold, bool allow_low_quality_matches=true)
API to enable box IOU matcher and pass required params to pipeline.

rocalGetMatchedIndices
RocalTensorList ROCAL_API_CALL rocalGetMatchedIndices(RocalContext p_context)
API to return the matched indices for the bounding box and anchors.

rocalCreateTFReader
RocalMetaData ROCAL_API_CALL rocalCreateTFReader(RocalContext rocal_context, const char *source_path, bool is_output, const char *user_key_for_label, const char *user_key_for_filename)
create tf reader

rocalGetSequenceStartFrameNumber
void ROCAL_API_CALL rocalGetSequenceStartFrameNumber(RocalContext rocal_context, unsigned int *buf)
get sequence starting frame number

rocalGetImageName
void ROCAL_API_CALL rocalGetImageName(RocalContext rocal_context, char *buf)
get image name

rocalCreateCaffe2LMDBLabelReader
RocalMetaData ROCAL_API_CALL rocalCreateCaffe2LMDBLabelReader(RocalContext rocal_context, const char *source_path, bool is_output)
create caffe2 LMDB label reader

rocalGetBoundingBoxCords
RocalTensorList ROCAL_API_CALL rocalGetBoundingBoxCords(RocalContext rocal_context)
get bounding box coordinates

rocalCreateLabelReader
RocalMetaData ROCAL_API_CALL rocalCreateLabelReader(RocalContext rocal_context, const char *source_path)
creates label reader

rocalBoxEncoder
void ROCAL_API_CALL rocalBoxEncoder(RocalContext p_context, std::vector< float > &anchors, float criteria, std::vector< float > &means, std::vector< float > &stds, bool offset=false, float scale=1.0)
rocal box encoder

rocalCreateCOCOReaderKeyPoints
RocalMetaData ROCAL_API_CALL rocalCreateCOCOReaderKeyPoints(RocalContext rocal_context, const char *source_path, bool is_output, float sigma=0.0, unsigned pose_output_width=0, unsigned pose_output_height=0)
create coco reader key points

rocalGetImageId
void ROCAL_API_CALL rocalGetImageId(RocalContext p_context, int *buf)
get image id

rocalCreateCaffeLMDBLabelReader
RocalMetaData ROCAL_API_CALL rocalCreateCaffeLMDBLabelReader(RocalContext rocal_context, const char *source_path)
create caffe LMDB label reader

rocalGetImageSizes
void ROCAL_API_CALL rocalGetImageSizes(RocalContext rocal_context, int *buf)
get image sizes

rocalCreateTextFileBasedLabelReader
RocalMetaData ROCAL_API_CALL rocalCreateTextFileBasedLabelReader(RocalContext rocal_context, const char *source_path)
create text file based label reader

RocalFloatParam
void * RocalFloatParam
typedef void* Float Param
Definition: rocal_api_types.h:53

RocalContext
void * RocalContext
typedef void* rocAL Context
Definition: rocal_api_types.h:63

rocal_api_types.h
The AMD rocAL Library - Types.

RocalOutputMemType
RocalOutputMemType
Definition: rocal_api_types.h:269

ROCAL_API_CALL
#define ROCAL_API_CALL
Definition: rocal_api_types.h:35

RocalJointsData
rocAL Joints Data struct - HRNet training expects meta data (joints_data) in below format,...
Definition: rocal_api_types.h:90