Mmind::Dl Namespace Reference

Classes
struct	MBbox
	Bounding box structure. More...
struct	MBlobValue
	Blob measurement values computed from a contour. More...
struct	MContour
	Contour structure. More...
class	MMindImage
	Image class for MechMind DL SDK. More...
class	MMindInferEngine
	Main inference engine class for MechMind DL SDK. More...
class	MMindResult
	Inference result structure. More...
struct	ModelEfficiencyParam
	Model efficiency parameters. More...
struct	MPoint
	Point with integer coordinates. More...
struct	MPointF
	Point with float coordinates. More...
struct	MRotatedBbox
	Rotated bounding box structure. More...

Enumerations
enum class	StatusCode : UInt32 {   Ok = 0 , Error = 0x00008000 , Warning = 0x80000000 , NullParam = Error | 0x01 ,   InvalidValue = Error | 0x02 , InvalidParam = Error | 0x03 , IOError = Error | 0x04 , DeserializeError = Error | 0x05 ,   ModelNotConverted = Error | 0x06 , ModelLoading = Error | 0x07 , ModelLoadFailed = Error | 0x08 , ModelReload = Error | 0x09 ,   ModelFileNotExist = Error | 0x0A , ModelConvertFailed = Error | 0x0B , ModelNotLoaded = Error | 0x0C , EngineNotInited = Error | 0x0D ,   EngineEmptyInput = Error | 0x0E , ModuleInvalidInput = Error | 0x0F , EngineInvalidInput = Error | 0x10 , NodeInvalidInput = Error | 0x11 ,   UnsupportedValueType = Error | 0x12 , LoadPluginFailed = Error | 0x13 , ModuleGraphNotInited = Error | 0x14 , UnsupportedBackendType = Error | 0x15 ,   InvalidFilePath = Error | 0x16 , ModelPackMd5Error = Error | 0x17 , ModelPackInitError = Error | 0x18 , ModelPackUnzipFailed = Error | 0x19 ,   UnsupportedModelPack = Error | 0x1A , AuthorityTypeError = Error | 0x1B , AlgorithmAuthorityError = Error | 0x1C , ExceedsEngineLimit = Error | 0x1D ,   ModuleEmptyInput = Warning | 0x01 , NodeEmptyInput = Warning | 0x02 }
	Status codes for MechMind DL SDK operations. More...
enum class	BackendType : int {   Unknown = 0 , OnnxRT , TensorRT , OpenVINO ,   OnnxRTC }
	Backend types for inference. More...
enum class	DLAlgoType : int {   Unknown = 0 , Classification , ObjectDetection , InstanceSegmentation ,   InstanceSegmentationV2 , DefectSegmentation , FastLocating , TextRecognition ,   TextDetection , UnsupSegmentation , LargeSegModel , FGBGSegmentation ,   PickAnything }
	DL algorithm types. More...
enum class	PrecisionType : int { FP16 , FP32 }
	Float precision types. More...
enum class	InferDeviceType { Unknown = 0 , CPU = 1 , GPUDefault = 1 << 1 , GPUOptimization = 1 << 2 }
	Infer device types. More...
enum class	ModelStatus : unsigned int {   Idle , Converting , ConvertFailed , Converted ,   Loading , LoadFailed , Loaded }
	Model status. More...
enum class	InferImageType { Depth = 0x0 , Intensity = 0x1 }
	Image types for inference. More...

Enumeration Type Documentation

BackendType

enum class Mmind::Dl::BackendType : int

strong

Backend types for inference.

Enumerator
Unknown
OnnxRT
TensorRT
OpenVINO
OnnxRTC

Definition at line 65 of file Enums.h.

    {
        Unknown = 0,
        OnnxRT,
        TensorRT,
        OpenVINO,
        OnnxRTC,
    };

DLAlgoType

enum class Mmind::Dl::DLAlgoType : int

strong

DL algorithm types.

Enumerator
Unknown
Classification
ObjectDetection
InstanceSegmentation
InstanceSegmentationV2
DefectSegmentation
FastLocating
TextRecognition
TextDetection
UnsupSegmentation
LargeSegModel
FGBGSegmentation
PickAnything

Definition at line 77 of file Enums.h.

    {
        Unknown = 0,
        Classification,
        ObjectDetection,
        InstanceSegmentation,
        InstanceSegmentationV2,
        DefectSegmentation,
        FastLocating,
        TextRecognition,
        TextDetection,
        UnsupSegmentation,
        LargeSegModel,
        FGBGSegmentation,
        PickAnything,
    };

InferDeviceType

enum class Mmind::Dl::InferDeviceType

strong

Infer device types.

Enumerator
Unknown
CPU
GPUDefault
GPUOptimization

Definition at line 106 of file Enums.h.

    {
        Unknown = 0,
        CPU = 1,
        GPUDefault = 1 << 1,
        GPUOptimization = 1 << 2,
    };

InferImageType

enum class Mmind::Dl::InferImageType

strong

Image types for inference.

Enumerator
Depth
Intensity

Definition at line 131 of file Enums.h.

    {
        Depth = 0x0,
        Intensity = 0x1,
    };

ModelStatus

enum class Mmind::Dl::ModelStatus : unsigned int

strong

Model status.

Enumerator
Idle
Converting
ConvertFailed
Converted
Loading
LoadFailed
Loaded

Definition at line 117 of file Enums.h.

    {
        Idle,
        Converting,
        ConvertFailed,
        Converted,
        Loading,
        LoadFailed,
        Loaded,
    };

PrecisionType

enum class Mmind::Dl::PrecisionType : int

strong

Float precision types.

Enumerator
FP16
FP32

Definition at line 97 of file Enums.h.

    {
        FP16,
        FP32
    };

StatusCode

enum class Mmind::Dl::StatusCode : UInt32

strong

Status codes for MechMind DL SDK operations.

Enumerator
Ok
Error
Warning
NullParam
InvalidValue
InvalidParam
IOError
DeserializeError
ModelNotConverted
ModelLoading
ModelLoadFailed
ModelReload
ModelFileNotExist
ModelConvertFailed
ModelNotLoaded
EngineNotInited
EngineEmptyInput
ModuleInvalidInput
EngineInvalidInput
NodeInvalidInput
UnsupportedValueType
LoadPluginFailed
ModuleGraphNotInited
UnsupportedBackendType
InvalidFilePath
ModelPackMd5Error
ModelPackInitError
ModelPackUnzipFailed
UnsupportedModelPack
AuthorityTypeError
AlgorithmAuthorityError
ExceedsEngineLimit
ModuleEmptyInput
NodeEmptyInput

Definition at line 11 of file Enums.h.

    {
        Ok = 0,
 
        Error = 0x00008000,
        Warning = 0x80000000,
 
        NullParam = Error | 0x01,
        InvalidValue = Error | 0x02,
        InvalidParam = Error | 0x03,
        IOError = Error | 0x04,
 
        // config
        DeserializeError = Error | 0x05,
        ModelNotConverted = Error | 0x06,
        ModelLoading = Error | 0x07,
        ModelLoadFailed = Error | 0x08,
        ModelReload = Error | 0x09,
        ModelFileNotExist = Error | 0x0A,
        ModelConvertFailed = Error | 0x0B,
        ModelNotLoaded = Error | 0x0C,
 
        // data
        EngineNotInited = Error | 0x0D,
        EngineEmptyInput = Error | 0x0E,
        ModuleInvalidInput = Error | 0x0F,
        EngineInvalidInput = Error | 0x10,
        NodeInvalidInput = Error | 0x11,
        UnsupportedValueType = Error | 0x12,
 
        // infer
        LoadPluginFailed = Error | 0x13,
        ModuleGraphNotInited = Error | 0x14,
        UnsupportedBackendType = Error | 0x15,
 
        // model pack
        InvalidFilePath = Error | 0x16,
        ModelPackMd5Error = Error | 0x17,
        ModelPackInitError = Error | 0x18,
        ModelPackUnzipFailed = Error | 0x19,
        UnsupportedModelPack = Error | 0x1A,
 
        // authorities
        AuthorityTypeError = Error | 0x1B,
        AlgorithmAuthorityError = Error | 0x1C,
        ExceedsEngineLimit = Error | 0x1D,
 
        ModuleEmptyInput = Warning | 0x01,
        NodeEmptyInput = Warning | 0x02,
    };