Skip to main content

Various inline stream processors for image augmentation.

Project description

Inline stream processors for image augmentation:

  • crop: crops images

  • flip: flips images either left-to-right, up-to-down or both

  • gaussian-blur: applies gaussian blur to images

  • hsl-grayscale: turns RGB images into fake grayscale ones by converting them to HSL and then using the L channel for all three channels

  • linear-contrast: applies linear contrast to images

  • rotate: rotates images by a specified degree (0-360) or randomly within degree range

  • scale: scales images by a specified percentage (0-1) or randomly within percentage range

Changelog

1.0.4 (2022-05-12)

  • Fixed error message of AnnotationOverlay in case data of wrong domain is coming through

  • Moved AnnotationOverlay into wai.annotations.imgvis module

1.0.3 (2022-05-05)

  • –labels option of the add-annotation-overlay-od plugin gets respected now, also using correct label for text now (when varying the colors)

1.0.2 (2022-05-05)

  • added add-annotation-overlay-od plugin to overlay the object detections on the images

1.0.1 (2022-03-01)

  • added more typing hints to parameters

  • added ability to add augmented images rather than replace original ones, using the -m/–mode add option (–suffix overrides the default suffix)

  • added scale ISP for scaling images

1.0.0 (2022-02-23)

  • Initial release: crop, flip, gaussian-blur, hsl-grayscale, linear-contrast, rotate

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

wai.annotations.imgaug-1.0.4.tar.gz (16.9 kB view details)

Uploaded Source

File details

Details for the file wai.annotations.imgaug-1.0.4.tar.gz.

File metadata

File hashes

Hashes for wai.annotations.imgaug-1.0.4.tar.gz
Algorithm Hash digest
SHA256 85c8e2207661bb8c4970b1e9b7a6507d045e3b6c4afe013aa4c41cd553313f75
MD5 279e10b1e0b6b6d79061b824ef991dd0
BLAKE2b-256 453d673872c77bf19bcc22715dac9dd4ba02d3568e4f2250d5791600bf9c3fca

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