#include "fastdeploy_capi/core/fd_common.h"#include "fastdeploy_capi/core/fd_type.h"#include "fastdeploy_capi/runtime/runtime_option.h"#include "fastdeploy_capi/vision/result.h"#include "fastdeploy_capi/vision/detection/contrib/yolo/base_define.h"
Include dependency graph for model.h:
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Go to the source code of this file.
Typedefs | |
| typedef struct FD_C_RuntimeOptionWrapper | FD_C_RuntimeOptionWrapper |
| typedef struct FD_C_YOLOv5Wrapper | FD_C_YOLOv5Wrapper |
| typedef struct FD_C_YOLOv7Wrapper | FD_C_YOLOv7Wrapper |
| typedef struct FD_C_YOLOv8Wrapper | FD_C_YOLOv8Wrapper |
| typedef struct FD_C_YOLOv6Wrapper | FD_C_YOLOv6Wrapper |
| typedef struct FD_C_YOLORWrapper | FD_C_YOLORWrapper |
| typedef struct FD_C_YOLOXWrapper | FD_C_YOLOXWrapper |
Functions | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOv5) | |
| Create a new FD_C_YOLOv5Wrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOv5, fd_c_yolov5_wrapper) | |
| Destroy a FD_C_YOLOv5Wrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION (YOLOv5, fd_c_yolov5_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOv5, fd_c_yolov5_wrapper) | |
| Check if the model is initialized successfully. More... | |
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION (YOLOv5, fd_c_yolov5_wrapper) | |
| Predict the detection results for a batch of input images. More... | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOv7) | |
| Create a new FD_C_YOLOv7Wrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOv7, fd_c_yolov7_wrapper) | |
| Destroy a FD_C_YOLOv7Wrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION (YOLOv7, fd_c_yolov7_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOv7, fd_c_yolov7_wrapper) | |
| Check if the model is initialized successfully. More... | |
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION (YOLOv7, fd_c_yolov7_wrapper) | |
| Predict the detection results for a batch of input images. More... | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOv8) | |
| Create a new FD_C_YOLOv8Wrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOv8, fd_c_yolov8_wrapper) | |
| Destroy a FD_C_YOLOv8Wrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION (YOLOv8, fd_c_yolov8_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOv8, fd_c_yolov8_wrapper) | |
| Check if the model is initialized successfully. More... | |
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION (YOLOv8, fd_c_yolov8_wrapper) | |
| Predict the detection results for a batch of input images. More... | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOv6) | |
| Create a new FD_C_YOLOv6Wrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOv6, fd_c_yolov6_wrapper) | |
| Destroy a FD_C_YOLOv6Wrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD (YOLOv6, fd_c_yolov6_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOv6, fd_c_yolov6_wrapper) | |
| Check if the model is initialized successfully. More... | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOR) | |
| Create a new FD_C_YOLORWrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOR, fd_c_yolor_wrapper) | |
| Destroy a FD_C_YOLORWrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD (YOLOR, fd_c_yolor_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOR, fd_c_yolor_wrapper) | |
| Check if the model is initialized successfully. More... | |
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION (YOLOX) | |
| Create a new FD_C_YOLOXWrapper object. More... | |
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION (YOLOX, fd_c_yolox_wrapper) | |
| Destroy a FD_C_YOLOXWrapper object. More... | |
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD (YOLOX, fd_c_yolox_wrapper) | |
| Predict the detection result for an input image. More... | |
| YOLO_DECLARE_INITIALIZED_FUNCTION (YOLOX, fd_c_yolox_wrapper) | |
| Check if the model is initialized successfully. More... | |
Typedef Documentation
◆ FD_C_RuntimeOptionWrapper
| typedef struct FD_C_RuntimeOptionWrapper FD_C_RuntimeOptionWrapper |
◆ FD_C_YOLORWrapper
| typedef struct FD_C_YOLORWrapper FD_C_YOLORWrapper |
◆ FD_C_YOLOv5Wrapper
| typedef struct FD_C_YOLOv5Wrapper FD_C_YOLOv5Wrapper |
◆ FD_C_YOLOv6Wrapper
| typedef struct FD_C_YOLOv6Wrapper FD_C_YOLOv6Wrapper |
◆ FD_C_YOLOv7Wrapper
| typedef struct FD_C_YOLOv7Wrapper FD_C_YOLOv7Wrapper |
◆ FD_C_YOLOv8Wrapper
| typedef struct FD_C_YOLOv8Wrapper FD_C_YOLOv8Wrapper |
◆ FD_C_YOLOXWrapper
| typedef struct FD_C_YOLOXWrapper FD_C_YOLOXWrapper |
Function Documentation
◆ YOLO_DECLARE_BATCH_PREDICT_FUNCTION() [1/3]
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION | ( | YOLOv5 | , |
| fd_c_yolov5_wrapper | |||
| ) |
Predict the detection results for a batch of input images.
- Parameters
-
[in] fd_c_yolov5_wrapper pointer to FD_C_YOLOv5Wrapper object [in] imgs,The input image list, each element comes from cv::imread() [in] results The output detection result list
- Returns
- true if the prediction successed, otherwise false
◆ YOLO_DECLARE_BATCH_PREDICT_FUNCTION() [2/3]
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION | ( | YOLOv7 | , |
| fd_c_yolov7_wrapper | |||
| ) |
Predict the detection results for a batch of input images.
- Parameters
-
[in] fd_c_yolov7_wrapper pointer to FD_C_YOLOv7Wrapper object [in] imgs,The input image list, each element comes from cv::imread() [in] results The output detection result list
- Returns
- true if the prediction successed, otherwise false
◆ YOLO_DECLARE_BATCH_PREDICT_FUNCTION() [3/3]
| YOLO_DECLARE_BATCH_PREDICT_FUNCTION | ( | YOLOv8 | , |
| fd_c_yolov8_wrapper | |||
| ) |
Predict the detection results for a batch of input images.
- Parameters
-
[in] fd_c_yolov8_wrapper pointer to FD_C_YOLOv8Wrapper object [in] imgs,The input image list, each element comes from cv::imread() [in] results The output detection result list
- Returns
- true if the prediction successed, otherwise false
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [1/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOv5 | ) |
Create a new FD_C_YOLOv5Wrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolov5.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLOv5Wrapper object
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [2/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOv7 | ) |
Create a new FD_C_YOLOv7Wrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolov7.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLOv7Wrapper object
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [3/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOv8 | ) |
Create a new FD_C_YOLOv8Wrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolov8.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLOv8Wrapper object
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [4/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOv6 | ) |
Create a new FD_C_YOLOv6Wrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolov6.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLOv6Wrapper object
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [5/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOR | ) |
Create a new FD_C_YOLORWrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolor.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLORWrapper object
◆ YOLO_DECLARE_CREATE_WRAPPER_FUNCTION() [6/6]
| YOLO_DECLARE_CREATE_WRAPPER_FUNCTION | ( | YOLOX | ) |
Create a new FD_C_YOLOXWrapper object.
- Parameters
-
[in] model_file Path of model file, e.g ./yolox.onnx [in] params_file Path of parameter file, e.g ppyoloe/model.pdiparams, if the model format is ONNX, this parameter will be ignored [in] fd_c_runtime_option_wrapper RuntimeOption for inference, the default will use cpu, and choose the backend defined in valid_cpu_backends[in] model_format Model format of the loaded model, default is Paddle format
- Returns
- Return a pointer to FD_C_YOLOXWrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [1/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOv5 | , |
| fd_c_yolov5_wrapper | |||
| ) |
Destroy a FD_C_YOLOv5Wrapper object.
- Parameters
-
[in] fd_c_yolov5_wrapper pointer to FD_C_YOLOv5Wrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [2/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOv7 | , |
| fd_c_yolov7_wrapper | |||
| ) |
Destroy a FD_C_YOLOv7Wrapper object.
- Parameters
-
[in] fd_c_yolov7_wrapper pointer to FD_C_YOLOv7Wrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [3/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOv8 | , |
| fd_c_yolov8_wrapper | |||
| ) |
Destroy a FD_C_YOLOv8Wrapper object.
- Parameters
-
[in] fd_c_yolov8_wrapper pointer to FD_C_YOLOv8Wrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [4/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOv6 | , |
| fd_c_yolov6_wrapper | |||
| ) |
Destroy a FD_C_YOLOv6Wrapper object.
- Parameters
-
[in] fd_c_yolov6_wrapper pointer to FD_C_YOLOv6Wrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [5/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOR | , |
| fd_c_yolor_wrapper | |||
| ) |
Destroy a FD_C_YOLORWrapper object.
- Parameters
-
[in] fd_c_yolor_wrapper pointer to FD_C_YOLORWrapper object
◆ YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION() [6/6]
| YOLO_DECLARE_DESTROY_WRAPPER_FUNCTION | ( | YOLOX | , |
| fd_c_yolox_wrapper | |||
| ) |
Destroy a FD_C_YOLOXWrapper object.
- Parameters
-
[in] fd_c_yolox_wrapper pointer to FD_C_YOLOXWrapper object
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [1/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOv5 | , |
| fd_c_yolov5_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolov5_wrapper pointer to FD_C_YOLOv5Wrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [2/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOv7 | , |
| fd_c_yolov7_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolov7_wrapper pointer to FD_C_YOLOv7Wrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [3/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOv8 | , |
| fd_c_yolov8_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolov8_wrapper pointer to FD_C_YOLOv8Wrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [4/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOv6 | , |
| fd_c_yolov6_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolov6_wrapper pointer to FD_C_YOLOv6Wrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [5/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOR | , |
| fd_c_yolor_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolor_wrapper pointer to FD_C_YOLORWrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_INITIALIZED_FUNCTION() [6/6]
| YOLO_DECLARE_INITIALIZED_FUNCTION | ( | YOLOX | , |
| fd_c_yolox_wrapper | |||
| ) |
Check if the model is initialized successfully.
- Parameters
-
[in] fd_c_yolox_wrapper pointer to FD_C_YOLOXWrapper object
- Returns
- Return a bool of value true if initialized successfully
◆ YOLO_DECLARE_PREDICT_FUNCTION() [1/3]
| YOLO_DECLARE_PREDICT_FUNCTION | ( | YOLOv5 | , |
| fd_c_yolov5_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolov5_wrapper pointer to FD_C_YOLOv5Wrapper object [in] img pointer to cv::Mat image [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
◆ YOLO_DECLARE_PREDICT_FUNCTION() [2/3]
| YOLO_DECLARE_PREDICT_FUNCTION | ( | YOLOv7 | , |
| fd_c_yolov7_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolov7_wrapper pointer to FD_C_YOLOv7Wrapper object [in] img pointer to cv::Mat image [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
◆ YOLO_DECLARE_PREDICT_FUNCTION() [3/3]
| YOLO_DECLARE_PREDICT_FUNCTION | ( | YOLOv8 | , |
| fd_c_yolov8_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolov8_wrapper pointer to FD_C_YOLOv8Wrapper object [in] img pointer to cv::Mat image [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
◆ YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD() [1/3]
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD | ( | YOLOv6 | , |
| fd_c_yolov6_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolov6_wrapper pointer to FD_C_YOLOv6Wrapper object [in] img pointer to cv::Mat image [in] conf_threshold confidence threashold for postprocessing [in] nms_iou_threshold iou threashold for NMS [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
◆ YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD() [2/3]
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD | ( | YOLOR | , |
| fd_c_yolor_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolor_wrapper pointer to FD_C_YOLORWrapper object [in] img pointer to cv::Mat image [in] conf_threshold confidence threashold for postprocessing [in] nms_iou_threshold iou threashold for NMS [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
◆ YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD() [3/3]
| YOLO_DECLARE_PREDICT_FUNCTION_WITH_THRESHOLD | ( | YOLOX | , |
| fd_c_yolox_wrapper | |||
| ) |
Predict the detection result for an input image.
- Parameters
-
[in] fd_c_yolox_wrapper pointer to FD_C_YOLOXWrapper object [in] img pointer to cv::Mat image [in] conf_threshold confidence threashold for postprocessing [in] nms_iou_threshold iou threashold for NMS [in] fd_c_detection_result_wrapper pointer to FD_C_DetectionResultWrapper object, which stores the result.
