Version 0.17.0

• New evaluation metrics;
• New evaluation on test set;
• New inference service with image upload;
• Bug fixes;

What's Changed

• Bump sahi from 0.8.12 to 0.8.13 by @dependabot in #91
• Bump pytorch-lightning from 1.5.4 to 1.5.5 by @dependabot in #92
• Bump uvicorn from 0.15.0 to 0.16.0 by @dependabot in #93
• pulling from main by @phborba in #96
• fix protobuf error by @fcakyon in #134
• Version 0.17.0 by @phborba in #149
• requirements fix by @phborba in #155
• Create codeql-analysis.yml by @phborba in #156

New Contributors

• @fcakyon made their first contribution in #134

Full Changelog: v.0.16.4...v.0.17.0

Version 0.16.4

What's Changed

• Version 0.16.2 by @phborba in #87
• Version 0.16.3 by @phborba in #89
• Bump sahi from 0.4.3 to 0.8.12 by @dependabot in #88

Full Changelog: v0.16.1...v.0.16.4

Version 0.16.3

What's Changed

• Version 0.16.2 by @phborba in #87
• Version 0.16.3 by @phborba in #89
• Bug fixes on ModPolymapper training when some parts are frozen.

Full Changelog: v0.16.1...v.0.16.3

Version 0.16.2

What's Changed

• Version 0.16.2 by @phborba in #87
• Bug fix on ModPolyMapper when choosing not to evaluate while training.
• Added the option of freezing some parts of ModPolyMapper.

Full Changelog: v0.16.1...v.0.16.2

Version 0.16.1

• Dependencies fix.

Version 0.16.0

• New Mod PolyMapper model;
• Matching methods added;
• Evaluation methods added;

What's Changed

• Merge pull request #78 from phborba/dev by @phborba in #79
• Version 0.16.0 by @phborba in #83

Full Changelog: v0.15.0...v.0.16.0

Version 0.15.0

• New Naive Mod PolyMapper model (Object Detection + PolygonRNN);
• New Naive Mod Polymapper dataset;
• New callback: Frame Field Only Crossfield Warmup Callback;
• New inference processors for Object Detection and PolygonRNN;
• Bugfix on object detection model;
• Bugfix on bounding box mask building;
• Bugfix on polygon iou with invalid geometries;
• Minor code refactor;

What's Changed

• Bump pytorch-lightning from 1.4.9 to 1.5.1 by @dependabot in #76
• Bump pytorch-lightning from 1.5.1 to 1.5.2 by @dependabot in #77
• Version 0.15.0 by @phborba in #78

Full Changelog: v0.14.2...v0.15.0

Version 0.14.2

• Bug fix on PolygonRNN polygon tokenizer.

What's Changed

• Bump shapely from 1.7.1 to 1.8.0 by @dependabot in #72
• Version 0.14.1 by @phborba in #74
• Version 0.14.2 by @phborba in #75

Full Changelog: v0.14.0...v0.14.2

Version 0.14.1

• Bug fix on convert dataset;
• Bug fix on PolygonRNNDataset;
• Bug fix on PolygonRNNResultCallback when using gpu;
• Bug fix on PolygonRNNPLModel;

Version 0.14.0

• Vector IOU;
• Polis metric added;
• IoU added to PolygonRNN training loop;
• Object detection visualization callback added;
• PolygonRNN visualization callback added;
• Bug fix on polygon building on build mask geometry handling;