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Simple bounding box operations

Project description

Package bbx

Simple operations over bounding boxes. Bounding boxes are represented in XYWH format where (X,Y) is coordinate of top-left corner, and (W,H) its size. I.e. bb = [0,0,64,16] represents a rectangle of size 64x16 located at coordinate (0,0). The units are always abstract - the interpretation is left for the user (usually pixels are used).

The package defines several common operations - resize, aspect ratio changes, randomization.

import bbx

bb = (-5,-5,10,10)   # Center at (0,0)
bb = bbx.set_aspect_ratio(bb, 2, bbx.KEEP_WIDTH)
print(bb)  # Prints [[-5.0, -10.0, 10, 20]]

Installation

The package is in PyPI so just use pip

pip install bbx

Documentation

Bounding boxes are defined in x,y,w,h format, but they can hold any additional information (e.g. ignore flag). All functions always work on first four elements.

bbx.set_aspect_ratio(bbs, ar, type)

Set aspecr ratio ar to all bounding boxes in bbs using type method. The type can be one of:

  • bbx.EXPAND
  • bbx.SHRINK
  • bbx.KEEP_WIDTH
  • bbx.KEEP_HEIGHT
  • bbx.KEEP_AREA

For unknown type, the function raises NotImplementedError

bbx.resize(bbs, scale)

Resize bbs by ratio without moving center. The ratio can be:

  • scalar - all boxes are resized by the same factor
  • tuple of two scalars - resize all boxes with different scale for width and height

bbx.scale

bbx.move

bbx.center

bbx.overlap

bbx.dist_matrix

bbx.nms

bbx.groups

bbx.randomize

TODOs

  • Documentation
  • Tests

License

This code is published under MIT License

Project details


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