StageRun.h File

Per-stage runtime entry points exposed for advanced/composable pipelines. More...

Included Headers

#include "pipeline/BoxDecodeType.h" #include "pipeline/DetectionTypes.h" #include "pipeline/SessionOptions.h" #include "pipeline/TensorCore.h" #include <vector>

Namespaces Index

namespace	cv
namespace	simaai
namespace	neat
namespace	stages

Classes Index

struct	BoxDecodeOptions
	Options driving a standalone BoxDecode invocation. More...

Description

Per-stage runtime entry points exposed for advanced/composable pipelines.

The simaai::neat::stages namespace exposes the individual pipeline stages (preprocessing, MLA inference, EV74 postprocessing, BoxDecode) as standalone functions over Tensor/Sample lists. Most users should drive the model via simaai::neat::Run / Session; these helpers exist for tooling and tests that want to invoke a single stage in isolation.

See Also

Run for the higher-level orchestrator.

See Also

BoxDecodeType for decode-family selection.

File Listing

The file content with the documentation metadata removed is:

1

15#pragma once

16

17#include "pipeline/BoxDecodeType.h"

18#include "pipeline/DetectionTypes.h"

19#include "pipeline/SessionOptions.h"

20#include "pipeline/TensorCore.h"

21

22#include <vector>

23

24namespace cv {

25class Mat;

26} // namespace cv

27

28namespace simaai::neat {

29class Model;

30

31namespace stages {

32

44struct BoxDecodeOptions {

45 // Decode type is explicit by construction; BoxDecode fails fast for Unspecified.

47 explicit BoxDecodeOptions(BoxDecodeType type) : decode_type(type) {}

49 BoxDecodeOptions() = delete;

50

51 BoxDecodeType decode_type;

52 double detection_threshold = 0.0;

53 double nms_iou_threshold = 0.0;

54 int top_k = 0;

55};

56

58TensorList Tensors(const simaai::neat::Sample& sample);

60TensorList Preproc(const std::vector<cv::Mat>& inputs, const simaai::neat::Model& model);

62TensorList Infer(const TensorList& inputs, const simaai::neat::Model& model);

64TensorList MLA(const TensorList& inputs, const simaai::neat::Model& model);

66TensorList Postprocess(const TensorList& inputs, const simaai::neat::Model& model);

68SampleList Preproc(const SampleList& inputs, const simaai::neat::Model& model);

70SampleList Infer(const SampleList& inputs, const simaai::neat::Model& model);

72SampleList MLA(const SampleList& inputs, const simaai::neat::Model& model);

74SampleList Postprocess(const SampleList& inputs, const simaai::neat::Model& model);

83SampleList BoxDecode(const SampleList& inputs, const simaai::neat::Model& model,

84 const BoxDecodeOptions& opt);

85BoxDecodeResult BoxDecode(const simaai::neat::Sample& input, const simaai::neat::Model& model,

86 const BoxDecodeOptions& opt);

87BoxDecodeResult BoxDecode(const simaai::neat::Tensor& input, const simaai::neat::Model& model,

88 const BoxDecodeOptions& opt);

89

90} // namespace stages

91} // namespace simaai::neat

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