Skip to main content

Common functionality for object detection

Project description

detection-utils provides utilities that are common across many object detection projects. This includes things like:

  • Box overlap computation (IoU)
  • Precision and recall calculations
  • Computing targets for training a detector given a set of ground-truth objects and anchor boxes
  • Non-maximum suppression
  • Coordinate transformation utilities
  • Focal loss

All the functions here are well-tested to ensure proper functionality and are used in real projects, so are intended to be enterprise-grade. This repository is meant to ensure that modifications and improvements that are implemented in one object detection project migrate to other projects as appropriate, to reduce code duplication, and to enable a quicker start to working on object detection.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

detection-utils-1.0.0.tar.gz (24.2 kB view details)

Uploaded Source

File details

Details for the file detection-utils-1.0.0.tar.gz.

File metadata

  • Download URL: detection-utils-1.0.0.tar.gz
  • Upload date:
  • Size: 24.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.7.3

File hashes

Hashes for detection-utils-1.0.0.tar.gz
Algorithm Hash digest
SHA256 bb63290ec1f84aa0b0e0db51c5d8493e48aa04a6c3664627b840f383d76b3807
MD5 96db03b0fec97fa372a15cf7256a853f
BLAKE2b-256 d4c20c2de88e547dedd4cf39bf6c6f8d108953dfa8df54620b78ff7f30dc677d

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page