Powerboxes is a package containing utility functions for transforming bounding boxes and computing metrics. It is implemented in both Python and Rust. It shows a significant speedup over the equivalent numpy implementations in Python, or other libraries such as shapely or torchvision.
🐍 Python documentation
pip install powerboxes
import powerboxes as pb
import numpy as np
# Create a bounding box
box = np.array([[0, 0, 1, 1]])
# Compute the area of the box
area = pb.box_areas(box)
# Compute the intersection of the box with itself
intersection = pb.iou_distance(box, box)
FAQs
Utility functions to manipulate and compute metrics on boxes
We found that powerboxes demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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