0.7.0

[0.7.0]

BREAKING: API Refactor

Added

• Metrics for mmdetection models

Changed

• Breaking: Renamed tasks default,detect,classif to common,detection,classification
• Breaking: Renamed imageid to record_id
• Breaking: Added parameter is_new to Parser.parse_fields
• Removed all dependencies on cv2 for visualisation
• Use new composite API for visualisation - covers user defined task names & multiple tasks
• Added a ton of visualisation goodies to icevision.visualize.draw_data.draw_sample - user can now
  • use custom fonts
  • control mask thickness
  • control mask blending
  • prettify labels -- show confidence score & capitalise label
  • plot specific and/or exclude specific labels
  • pass in a dictionary mapping labels to specific colors
  • control label height & width padding from bbox edge
  • add border around label for legibility (color is a parameter)

Breaking:: Rename labels->label_ids, labels_names->labels in LabelsRecordComponent

• Renamed torchvision resnet backbones:
  • resnet_fpn.resnet18 -> resnet18_fpn
  • resnest_fpn.resnest18 -> resnest18_fpn

Breaking: Added parameters sample and keep_image to convert_raw_prediction
Breaking: Renamed VocXmlParser to VOCBBoxParser and VocMaskParser to VOCMaskParser
Breaking: Renamed predict_dl to predict_from_dl