Box Convert

Converts boxes from given in_fmt to out_fmt.

box_convert(boxes, in_fmt, out_fmt)

Arguments

boxes

(Tensor[N, 4]): boxes which will be converted.

in_fmt

(str): Input format of given boxes. Supported formats are ['xyxy', 'xywh', 'cxcywh'].

out_fmt

(str): Output format of given boxes. Supported formats are ['xyxy', 'xywh', 'cxcywh']

Value

boxes (Tensor[N, 4]): Boxes into converted format.

Details

Supported in_fmt and out_fmt are:

• 'xyxy': boxes are represented via corners,

  • \(x_{min}, y_{min}\) being top left and

  • \(x_{max}, y_{max}\) being bottom right.

• 'xywh' : boxes are represented via corner, width and height,

  • \(x_{min}, y_{min}\) being top left,

  • w, h being width and height.

• 'cxcywh' : boxes are represented via centre, width and height,

  • \(c_x, c_y\) being center of box,

  • w, h being width and height.