wai.annotations release 0.7.7

A new release of wai.annotations is out now: 0.7.7

Here is an overview of all the changes since the 0.7.6 release:

• wai.annotations.bluechannel 1.0.2

  • FromBlueChannel class now outputs logging message if setting of new annotation indices fails, as error occurs before the wai.annotations - Sourced ... logging message, making it possible to track the image causing the problem.

• wai.annotations.coco 1.0.2

  • method located_object_to_annotation (module: wai.annotations.coco.util._located_object_to_annotation) skips invalid polygons now rather than stopping the conversion

• wai.annotations.core 0.1.7

  • Added discard-invalid-images ISP for removing corrupt images or annotations with no image attached.

  • Added batch-split sub-command for splitting individual batches of annotations into subsets like train/test/val. Supports grouping of files within batches (eg multiple images of the same object).

  • Added filter-metadata ISP for filtering object detection.

  • Restricted maximum characters per line in help output to 100 to avoid long help strings to become unreadable.

  • The polygon-discarder now annotations that either have no polygon or invalid polygons.

  • Added descriptions to the help screens of the main commands.

  • The ImageSegmentationAnnotation class now outputs the unique values in its exception when there are more unique values than labels

  • The Data class (module: wai.annotations.core.domain) now outputs a warning message if a file cannot be read; also added LoggingEnabled mixin.

• wai.annotations.grayscale 1.0.1

  • FromGrayscale class now uses numpy.frombuffer instead of deprecated numpy.fromstring method.

  • FromGrayscale class now outputs logging message if setting of new annotation indices fails, as error occurs before the wai.annotations - Sourced ... logging message, making it possible to track the image causing the problem.

• wai.annotations.imgaug 1.0.5

  • Added sub-images plugin for extracting regions (including their annotations) based on one or more bounding box definitions from the images coming through and only forwarding these sub-images

• wai.annotations.imgstats 1.0.3

  • label-dist-od now has --label-key option to specify the meta-data key that stores the label

  • label-dist-XY now sort the labels in alphabetically order before outputting the statistics

  • added area-histogram-is and area-histogram-od

• wai.annotations.imgvis 1.0.3

  • added combine-annotations-od for combining overlapping annotations between images into single annotation

  • add-annotation-overlay-is/od now use narg='+' for --labels and --colors options instead of comma-separated single argument

• wai.annotations.indexedpng 1.0.1

  • FromIndexedPNG class now outputs logging message if setting of new annotation indices fails, as error occurs before the wai.annotations - Sourced ... logging message, making it possible to track the image causing the problem.

• wai.anntations.redis.predictions 1.0.2

  • redis-predict-is now supports grayscale predictions as well

• wai.annotations.roi 1.0.1

  • FromROI.convert_roi_object now also adds label, score, minrect_w and minrect_h to the meta-data of a LocatedObject instance.

• wai.annotations.video 1.0.1

  • Fixed error message of DropFrames/SkipSimilarFrames in case data of wrong domain is coming through

  • added: filter-frames-by-label-od