BoundingBoxFormat

class torchvision.tv_tensors.BoundingBoxFormat(value)

Coordinate format of a bounding box.

Available formats are:

• XYXY: bounding box represented via corners; x1, y1 being top left; x2, y2 being bottom right.

• XYWH: bounding box represented via corner, width and height; x1, y1 being top left; w, h being width and height.

• CXCYWH: bounding box represented via centre, width and height; cx, cy being center of box; w, h being width and height.

• XYWHR: rotated boxes represented via corner, width and height; x1, y1 being top left; w, h being width and height. r is rotation angle in degrees.

• CXCYWHR: rotated boxes represented via center, width and height; cx, cy being center of box; w, h being width and height. r is rotation angle in degrees.

• XYXYXYXY: rotated boxes represented via corners; x1, y1 being top left; x2, y2 being top right; x3, y3 being bottom right; x4, y4 being bottom left.

Examples using BoundingBoxFormat:

Transforms on Rotated Bounding Boxes

Transforms on Rotated Bounding Boxes

TVTensors FAQ

TVTensors FAQ