v2.4.0

What's Changed

• Gs/dev pixels stats by @GwenaelleSa in #47
  • Write script to get the mean and standard dev of pixels on each band to adapt detectron2 config
• Gs/make examples by @GwenaelleSa in #48
  • Create an example about anthropic soils for the empty and FP tiles
  • Replace multi-class example about road cover by one about border points
• Init weights by @acerioni in #46
  • Add a parameter to remove pretrained weights in networks
• Gs/improvements from stvw by @GwenaelleSa in #50
  • Make it possible to continue a stopped or a finished training
  • Add a parameter and a dataset mapper enabling data augmentation
• Ch/ex dqry postprocessing by @cleherny in #49
  • Add filtering at the end of the example on mineral extraction sites (MES)
• Factorize detection merge by @GwenaelleSa in #51
  • Factorize post-processing on anthropogenic soils and MES
• Additional small adjustments
  • Change in functions_for_examples + setup.py by @cleherny in #54
  • Ch/mes filter script by @cleherny in #55

Full Changelog: v.2.3.4...v2.4.0

v.2.3.4

What's Changed

• Ch/update mes example by @cleherny in #44
  • Update examples on mineral extraction sites and swimming pools
• Simplify scripts by @GwenaelleSa in #45
  • Split generate_tilesets.py into smaller, more comprehensive parts

Full Changelog: v.2.3.3...v.2.3.4

v.2.3.3

What's Changed

• Debug metrics by @GwenaelleSa in #43
• Add a output directory different from the working directory when making detections.

Full Changelog: v2.3.2...v.2.3.3

v2.3.2

What's Changed

• Ch/requirements by @cleherny in #40
• Add condition in fct get_metrics by @cleherny in #42

Allow different ways of calculating multi-class metrics.

Full Changelog: v2.3.1...v2.3.2

v2.3.1

What's Changed

• Ch/discard small poly by @cleherny in #33
• Correct error in assert_year by @cleherny in #37
• Ch/update readme by @cleherny in #38
• Ch/code improvement by @cleherny in #39
• Gs/code improvement by @GwenaelleSa in #36

Full Changelog: v2.3.0...v2.3.1

v2.3.0

What's Changed

Possibility to add empty tiles (provided shapes or randomly selected in an AoI) to train a detection model
Add FP labels to train a detection model
Option to delete small polygons (cut by tiling) before assessing the model

• Ch/add fp ept by @cleherny in #32
• Ch/add fp ept review by @clmarmy in #32

Full Changelog: v2.2.0...v2.3.0

v2.2.0

This version can handle multi-year image datasets.

What's Changed

• Ch/multi year by @cleherny in #30
• Ch/multi year review by @clmarmy in #30

Full Changelog: v2.1.0...v2.2.0

v2.1.0

What's Changed

Development of connector allowing to fetch tiles in a folder instead of a web service. Done by @GwenaelleSa in #25. Reviewed by @cleherny.

Full Changelog: v2.0.2...v.2.1.0

v2.0.2

What's Changed

• Fix data fetching for the examples about swimming pools by @acerioni in #27
• Improve the assessment for readability and taking into account the detections with the wrong class by @GwenaelleSa in #26

Full Changelog: v2.0.1...v2.0.2

v2.0.1

What's Changed

• Gs/debug tag count by @GwenaelleSa in #23
  • Improve the registration of target classes in the COCO format
  • Improve the assessment algorithm, by handling the case in which multiple candidate detections are found for a given ground-truth object
• Ch/correction quarry by @cleherny in #24
  • Improve the readme file

Full Changelog: v2.0.0...v2.0.1