nvinfer1::plugin::softmaxTree Struct Reference

The Region plugin layer performs region proposal calculation: generate 5 bounding boxes per cell (for yolo9000, generate 3 bounding boxes per cell). For each box, calculating its probablities of objects detections from 80 pre-defined classifications (yolo9000 has 9416 pre-defined classifications, and these 9416 items are organized as work-tree structure). RegionParameters defines a set of parameters for creating the Region plugin layer. More...

#include <NvInferPlugin.h>

Public Attributes
int *	leaf
int	n
int *	parent
int *	child
int *	group
char **	name
int	groups
int *	groupSize
int *	groupOffset

Detailed Description

The Region plugin layer performs region proposal calculation: generate 5 bounding boxes per cell (for yolo9000, generate 3 bounding boxes per cell). For each box, calculating its probablities of objects detections from 80 pre-defined classifications (yolo9000 has 9416 pre-defined classifications, and these 9416 items are organized as work-tree structure). RegionParameters defines a set of parameters for creating the Region plugin layer.

Parameters

num	Number of predicted bounding box for each grid cell.
coords	Number of coordinates for a bounding box.
classes	Number of classfications to be predicted.
softmaxTree	When performing yolo9000, softmaxTree is helping to do softmax on confidence scores, for element to get the precise classfication through word-tree structured classfication definition.

---

The documentation for this struct was generated from the following file:

• NvInferPlugin.h