MQTT |
message queuing telemetry transport |
IoT |
internet of things |
IOU |
Intersection Over Union |
YOLO |
You Look Only Once |
Bx, By
|
center coordinates obtained bounding box |
Ba, Bb
|
size of the obtained bounding box |
C
|
class probability |
|
true confidence |
|
predicted confidence |
N
|
number of bounding boxes |
|
confidence scores |
Pa, Pb
|
the width and height of the bounding box before prediction |
Pr
|
prediction probability |
(S x S)
|
number of cells of an image |
S2
|
number of grids in the input image |
Ox, Oy
|
the offset of the cell |
,
|
the existence or non-existence of objects |
|
coordinate error weight |
|
IoU error weight |
a, b
|
box dimensions |
|
the width and height of the predicted bounding box |
c
|
the specified class related to the detected object |
(tx, ty, ta, tb)
|
coordinate prediction of bounding boxes |
|
true probability of object belonging to class c is in grid i
|
|
predicted probability value |
(x, y)
|
center of the box |
|
the coordinate position of the predicted bounding box |