mmind::dl Namespace Reference

Classes
struct	MMindBbox
	Defines the information on the bounding box. More...
struct	MMIndClassificationResult
	Defines the classification result. More...
struct	MMindContour
	Defines the information on the mask contour. More...
struct	MMIndDefectAndEdgeResult
	Defines the defect segmentation and edge detection results. More...
struct	MMindFastPositioningResult
	Defines the fast positioning result. More...
struct	MMindImage
class	MMindInferEngine
	Defines the infer engine. More...
struct	MMindKeyPoints
	Defines the information on fast positioning keypoints. More...
struct	MMindObjectAndInsResult
	Defines the object detection and instance segmentation result. More...
struct	MMindPoint
	Defines the information on contour points. More...
struct	MMindResult
	Defines storing inference results. More...

Enumerations
enum class	FloatPrecisionType { FP16 , FP32 }
	Defines the floating-point format. More...
enum class	InferDeviceType { GpuDefault , GpuOptimization , CPU }
	Defines the infer device type. More...
enum class	DeepLearningAlgoType {   Unknown = 0 , Classification , ObjectDetection , InstanceSegmentation ,   DefectSegmentation , FastLocating , EdgeDetection }
	Defines the deep learning algorithm type. More...
enum class	StatusCode {   SUCCESS = 0 , E_UNKNOWN , E_INIT_FAILED , E_INVALID_MODEL_PATH ,   E_INVALID_MODEL_PACK , E_INVALID_MODEL_VERSION , I_CONVERTING , E_CONVERT_FAILED ,   E_CONVERT_WITHOUT_INIT , E_UNSUPPORTED_BACKEND , I_LOADING , E_LOAD_FAILED ,   E_LOAD_WITHOUT_CONVERT , E_LOAD_WITHOUT_INIT , E_INFER_WITHOUT_LOAD , E_OUT_OF_HOST_MEMORY ,   E_OUT_OF_DEVICE_MEMORY , E_INFER_FAILED , E_INVALID_IMAGE_PATH , E_UNZIP_ERROR ,   E_INVALID_IMAGE_NULLPTR , E_MODEL_REGISTEXCEEDLIMIT , E_MODULE_INDEX_ERROR , E_MODULE_TYPE_ERROR ,   E_SET_GPUID_ERROR , E_INVALID_ENGINE , E_INVALID_BACKEND_TYPE }
	Defines the status codes. More...

Functions
MMIND_DL_SDK_EXPORT std::string	statusCodeToString (const StatusCode statusCode)
	Converts the status code to the corresponding string.

Enumeration Type Documentation

DeepLearningAlgoType

enum class mmind::dl::DeepLearningAlgoType

strong

Defines the deep learning algorithm type.

Enumerator
Unknown
Classification
ObjectDetection	<Classification
InstanceSegmentation	<ObjectDetection
DefectSegmentation	<InstanceSegmentation
FastLocating	<DefectSegmentation
EdgeDetection	<FastLocating

FloatPrecisionType

enum class mmind::dl::FloatPrecisionType

strong

Defines the floating-point format.

Enumerator
FP16	Half-precision floating-point format.
FP32	Single-precision floating-point format.

InferDeviceType

enum class mmind::dl::InferDeviceType

strong

Defines the infer device type.

Enumerator
GpuDefault	GPU default mode.
GpuOptimization	GPU optimization mode. In this mode, it takes 1-5 minutes to optimize the model.
CPU	CPU mode. It is used when a GPU is not available.

StatusCode

enum class mmind::dl::StatusCode

strong

Defines the status codes.

Enumerator
SUCCESS	Success status.
E_UNKNOWN	Unknown status.
E_INIT_FAILED	Error: engine initialization failed.
E_INVALID_MODEL_PATH	Error: invalid model package path.
E_INVALID_MODEL_PACK	Error: invalid model package.
E_INVALID_MODEL_VERSION	Error: invalid model package version.
I_CONVERTING	Status: model is being converted.
E_CONVERT_FAILED	Error: model conversion failed.
E_CONVERT_WITHOUT_INIT	Error: model uninitialized before conversion.
E_UNSUPPORTED_BACKEND	Error: unsupported inference backend.
I_LOADING	Status: model is being loaded.
E_LOAD_FAILED	Error: model loading failed.
E_LOAD_WITHOUT_CONVERT	Error: model unconverted before loading.
E_LOAD_WITHOUT_INIT	Error: uninitialized before loading.
E_INFER_WITHOUT_LOAD	Error: model unloaded before inference.
E_OUT_OF_HOST_MEMORY	Error: out of memory.
E_OUT_OF_DEVICE_MEMORY	Error: out of video memory.
E_INFER_FAILED	Error: inference failed.
E_INVALID_IMAGE_PATH	Error: invalid image path.
E_UNZIP_ERROR	Error: unable to unzip the model package.
E_INVALID_IMAGE_NULLPTR	Error: invalid image pointer.
E_MODEL_REGISTEXCEEDLIMIT	Error: model loading failed as the number of models loaded has reached the upper limit.
E_MODULE_INDEX_ERROR	Error: module index out of range.
E_MODULE_TYPE_ERROR	Error: the function of an incorrect model type was called.
E_SET_GPUID_ERROR	Error: incorrect GPU ID setting.
E_INVALID_ENGINE	Error: engine creation failed.
E_INVALID_BACKEND_TYPE	Error: invalid backend type.

Function Documentation

statusCodeToString()

MMIND_DL_SDK_EXPORT std::string mmind::dl::statusCodeToString

(

const StatusCode

statusCode

)

Converts the status code to the corresponding string.

Parameters

[in]

See

StatusCode for details.

Returns

The character string corresponding to the status code.