sTIDL_DetectOutputParams_t Struct Reference

Detailed Description

This structure define the parameters of Detection Output Layer in TIDL.

Data Fields
int32_t	processingType
int32_t	priorBox
int32_t	priorBoxSize
int32_t	numClasses
int32_t	backgroundLabelId
int32_t	codeType
float32_tidl	confThreshold
float32_tidl	nmsThreshold
float32_tidl	eta
int32_t	topK
int32_t	keepTopK
int32_t	shareLocation
int32_t	varianceEncoded
int32_t	numKeypoints
int32_t	numHeads
int32_t	imWidth
int32_t	imHeight
int32_t	scoreConverter
int32_t	metaArchType
int32_t	dataLayout

Field Documentation

processingType

int32_t sTIDL_DetectOutputParams_t::processingType

Processing type to be done refer eTIDL_processingType

priorBox

int32_t sTIDL_DetectOutputParams_t::priorBox

Buffer containing the data required to form prior Bboxs

priorBoxSize

int32_t sTIDL_DetectOutputParams_t::priorBoxSize

Size of the priorBox buffer required to form prior Bboxs

numClasses

int32_t sTIDL_DetectOutputParams_t::numClasses

number of classes to be detected in the detection Output

backgroundLabelId

int32_t sTIDL_DetectOutputParams_t::backgroundLabelId

To indicate whether or not to ignore background class

codeType

int32_t sTIDL_DetectOutputParams_t::codeType

Indicates the coding type to be used for decoding Bboxs

confThreshold

float32_tidl sTIDL_DetectOutputParams_t::confThreshold

Value to indicates threshold above which objects to be considered for detection

nmsThreshold

float32_tidl sTIDL_DetectOutputParams_t::nmsThreshold

Threshold Value used for finding overlap between the bboxs in the NMS

eta

float32_tidl sTIDL_DetectOutputParams_t::eta

Value used to update the adaptive Threshold in the NMS

topK

int32_t sTIDL_DetectOutputParams_t::topK

Number of top k objects to keep for class after applying NMS

keepTopK

int32_t sTIDL_DetectOutputParams_t::keepTopK

Number of top k objects to Keep in the final output

shareLocation

int32_t sTIDL_DetectOutputParams_t::shareLocation

Indicate whether same size Boxes used for all classes or not, it is not supported in ti_dl

varianceEncoded

int32_t sTIDL_DetectOutputParams_t::varianceEncoded

Flag to indicate the variance used in decoding bboxes is encoded along with locations are not

numKeypoints

int32_t sTIDL_DetectOutputParams_t::numKeypoints

Number of keyPoints to be detected along with box

numHeads

int32_t sTIDL_DetectOutputParams_t::numHeads

Num heads used by the Post processing layer

imWidth

int32_t sTIDL_DetectOutputParams_t::imWidth

Base Image Width

imHeight

int32_t sTIDL_DetectOutputParams_t::imHeight

Base Image Height

scoreConverter

int32_t sTIDL_DetectOutputParams_t::scoreConverter

metaArchType

int32_t sTIDL_DetectOutputParams_t::metaArchType

Meta Arch Type eTIDL_metaArchType

dataLayout

int32_t sTIDL_DetectOutputParams_t::dataLayout