1.6.0

v1.6.0

• Rework mask_api with pybind11 C++ .
• Rework RLE support.
• Create test files for all components.
• The math_matches function has been reworked, with an emphasis on using C++ code.
• Added more documentation of functions. Optimized existing ones.
• Added rleToBoundary func with 2 backend ["mask_api", "opencv"]
• IoU type boundary support (further testing is needed)
• Create async rle and boundary comput discussion

1.5.7

What's Changed

• Fix get ann ids by @MiXaiLL76 in #36

Full Changelog: 1.5.6...1.5.7

1.5.6

v1.5.6

• Replace CED MSE curve with MAE (px) curve
• Add CED examples
• Display IoU and MAE for keypoints
• Reworked eval._prepare to clear up the return flow
• Reworked the C++ part of COCOevalEvaluateImages and COCOevalAccumulate
  • Add new COCOevalEvaluateAccumulate to combine these two calls. You can use old style separate_eval==True (default=False)
  • COCOevalAccumulate & COCOevalEvaluateAccumulate -> COCOeval_faster.eval is now correctly created as numpy arrays.
• Append LVIS dataset support lvis_style=True in COCOeval_faster

cocoEval = COCOeval_faster(cocoGt, cocoDt, iouType, lvis_style=True, print_function=print)
cocoEval.params.maxDets = [300]

New Contributors

• @JohannesTheo made their first contribution in #32

Full Changelog: 1.5.5...1.5.6

1.5.5

What's Changed

• v1.5.5 by @MiXaiLL76 in #30

Full Changelog: 1.5.4...1.5.5

v1.5.5

• Add CED MSE curve
• Review tests
• Review COCOeval_faster.math_matches function and COCOeval_faster.compute_mIoU function
• Add img+category to ann ids mapping via COCO.img_cat_ann_idx_map
• Add img to ann ids mapping via COCO.img_ann_idx_map

v.1.5.4

What's Changed

• update readme by @MiXaiLL76 in #25
• Get cat ids fix by @MiXaiLL76 in #26
• Worked out the ability to work with skeletons and various key points by @MiXaiLL76 in #27
• Worked out the ability to work with skeletons and various key points by @MiXaiLL76 in #28
• Colab example by @MiXaiLL76 in #29

Full Changelog: 1.5.2...1.5.4

v.1.5.2

v1.5.2

• Change comparison to colab_example
• append utils with opencv conver_mask_to_poly (extra)
• append drop_cocodt_by_score for extra eval

v1.5.1

• breaking change | new static function COCO.load_json
• new curve f1_confidence with cur.plot_f1_confidence()
• breaking change | replace display_matrix arg in_percent to normalize
• breaking change | rework draw functions

v.1.4.3

v1.4.3

• fix issue

v.1.4.2

v1.4.2

• append Auto-formatters
• append py36 support
• append pandas to requirements for plotly[express]
• update mask api with pycootools

v.1.4.1

v1.4.1

• append Plotly fig return
• append preview GT only func. Without eval.

cocoGt = COCO(...)
preview = PreviewResults(cocoGt, iouType='segm')
preview.display_tp_fp_fn(data_folder=..., image_ids=..., display_gt=True)

v1.4.0

v1.4.0

• fix issue #12
• Updated pre-rec calculation method
• Updated required libraries
• Moved all matplotlib dependencies to plotly
• Append new examples & mmeval test file