sahi

What's Changed

• Update README.md by @fcakyon in https://github.com/obss/sahi/pull/966
• Updated the constant variables for Yolov8 by @AmoghDhaliwal in https://github.com/obss/sahi/pull/917
• Slicing: add unique slice index number to output file name by @jokober in https://github.com/obss/sahi/pull/943
• update version by @fcakyon in https://github.com/obss/sahi/pull/967
• Correcting type hints for get_slice_bboxes(). by @S-aiueo32 in https://github.com/obss/sahi/pull/930
• Correcting slice_image() by @S-aiueo32 in https://github.com/obss/sahi/pull/931
• Customize YOLOv8 image_size & device + Allow Saving Slices by @lakshaymehra in https://github.com/obss/sahi/pull/929
• fix package testing workflow paths by @fcakyon in https://github.com/obss/sahi/pull/968
• remove detectron2 from package tests by @fcakyon in https://github.com/obss/sahi/pull/979
• ONNX runtime support by @karl-joan in https://github.com/obss/sahi/pull/922
• Fix RLE when segmentation is None by @bobyard-com in https://github.com/obss/sahi/pull/996
• update functions docstrings and type hinting by @fcakyon in https://github.com/obss/sahi/pull/1016
• fix postprocess type options description by @williamlung in https://github.com/obss/sahi/pull/1013
• revert back package version by @fcakyon in https://github.com/obss/sahi/pull/1017
• Improve printout readability by @jacobmarks in https://github.com/obss/sahi/pull/1009
• improve readme by @fcakyon in https://github.com/obss/sahi/pull/1018
• remove an unused list in postprocess by @developer0hye in https://github.com/obss/sahi/pull/1002
• add more contributors to readme by @fcakyon in https://github.com/obss/sahi/pull/1019
• add more contributors to readme by @fcakyon in https://github.com/obss/sahi/pull/1020

New Contributors

• @AmoghDhaliwal made their first contribution in https://github.com/obss/sahi/pull/917
• @S-aiueo32 made their first contribution in https://github.com/obss/sahi/pull/930
• @lakshaymehra made their first contribution in https://github.com/obss/sahi/pull/929
• @karl-joan made their first contribution in https://github.com/obss/sahi/pull/922
• @bobyard-com made their first contribution in https://github.com/obss/sahi/pull/996
• @williamlung made their first contribution in https://github.com/obss/sahi/pull/1013
• @jacobmarks made their first contribution in https://github.com/obss/sahi/pull/1009
• @developer0hye made their first contribution in https://github.com/obss/sahi/pull/1002

Full Changelog: https://github.com/obss/sahi/compare/0.11.15...0.11.16

What's Changed

• add more yolov8 download utils by @pranavdurai10 in https://github.com/obss/sahi/pull/887
• add learnopencv research article url into readme by @pranavdurai10 in https://github.com/obss/sahi/pull/892
• update supergradients version in tests by @fcakyon in https://github.com/obss/sahi/pull/894
• added yolov8x download utils + update README.md by @pranavdurai10 in https://github.com/obss/sahi/pull/898
• Replace mmdet v2 for v3 by @i-aki-y in https://github.com/obss/sahi/pull/893
• Update README.md by @pranavdurai10 in https://github.com/obss/sahi/pull/925
• fix continious integration workflows by @fcakyon in https://github.com/obss/sahi/pull/963
• Self-intersection handling by @sergiev in https://github.com/obss/sahi/pull/961
• Slicing: Quality focused default image format selection and jpg quality by @jokober in https://github.com/obss/sahi/pull/956
• update version by @fcakyon in https://github.com/obss/sahi/pull/964

New Contributors

• @pranavdurai10 made their first contribution in https://github.com/obss/sahi/pull/887
• @i-aki-y made their first contribution in https://github.com/obss/sahi/pull/893
• @sergiev made their first contribution in https://github.com/obss/sahi/pull/961
• @jokober made their first contribution in https://github.com/obss/sahi/pull/956

Full Changelog: https://github.com/obss/sahi/compare/0.11.14...0.11.15

What's Changed

• support Deci-AI YOLO-NAS models by @ssahinnkadir in https://github.com/obss/sahi/pull/874
• Significant speed improvement for Detectron2 models by @MyosQ in https://github.com/obss/sahi/pull/865
• support ultralytics>=8.0.99 by @eVen-gits in https://github.com/obss/sahi/pull/873
• Documentation typo, and missing value by @Hamzalopode in https://github.com/obss/sahi/pull/859
• update version by @fcakyon in https://github.com/obss/sahi/pull/876
• update black version by @fcakyon in https://github.com/obss/sahi/pull/877

New Contributors

• @Hamzalopode made their first contribution in https://github.com/obss/sahi/pull/859
• @eVen-gits made their first contribution in https://github.com/obss/sahi/pull/873
• @MyosQ made their first contribution in https://github.com/obss/sahi/pull/865

Full Changelog: https://github.com/obss/sahi/compare/0.11.13...0.11.14

What's Changed

• Add hide labels/confidence by @aphilas in https://github.com/obss/sahi/pull/844
• Add support for sparse YOLOv5 models by @mwitiderrick in https://github.com/obss/sahi/pull/848
• Add support for DeepSparse dynamic image pipelines by @mwitiderrick in https://github.com/obss/sahi/pull/850
• fix package testing by @fcakyon in https://github.com/obss/sahi/pull/853

New Contributors

• @aphilas made their first contribution in https://github.com/obss/sahi/pull/844
• @mwitiderrick made their first contribution in https://github.com/obss/sahi/pull/848

Full Changelog: https://github.com/obss/sahi/compare/0.11.12...0.11.13

What's Changed

• update readme by @fcakyon in https://github.com/obss/sahi/pull/825
• update yolov5 in tests by @fcakyon in https://github.com/obss/sahi/pull/826
• fix coco2yolov5 cli by @fcakyon in https://github.com/obss/sahi/pull/828
• from_coco_dict_or_path, added threading for processing coco_dict["images"] by @ilkermanap in https://github.com/obss/sahi/pull/827
• update yolo in tests by @fcakyon in https://github.com/obss/sahi/pull/829
• update mmdet in tests by @fcakyon in https://github.com/obss/sahi/pull/830
• Add yolov8 to SAHI by @NguyenTheAn in https://github.com/obss/sahi/pull/833
• Added heuristic for bounding bbox ordering by @MLDovakin in https://github.com/obss/sahi/pull/835
• update citation info by @fcakyon in https://github.com/obss/sahi/pull/837
• Fix RGB channel ordering for yolov8 by @mayrajeo in https://github.com/obss/sahi/pull/836
• update minor version by @fcakyon in https://github.com/obss/sahi/pull/842

New Contributors

• @ilkermanap made their first contribution in https://github.com/obss/sahi/pull/827
• @NguyenTheAn made their first contribution in https://github.com/obss/sahi/pull/833
• @MLDovakin made their first contribution in https://github.com/obss/sahi/pull/835
• @mayrajeo made their first contribution in https://github.com/obss/sahi/pull/836

Full Changelog: https://github.com/obss/sahi/compare/0.11.11...0.11.12

What's Changed

• improve segmentation visualization by @fcakyon in https://github.com/obss/sahi/pull/812

Full Changelog: https://github.com/obss/sahi/compare/0.11.10...0.11.11

What's Changed

• Update requirements.txt by @dean-wetherby-simplisafe in https://github.com/obss/sahi/pull/802
• fix pybboxes version by @fcakyon in https://github.com/obss/sahi/pull/803
• improve coco to yolov5 conversion by @fcakyon in https://github.com/obss/sahi/pull/805
• increase version by @fcakyon in https://github.com/obss/sahi/pull/806

New Contributors

• @dean-wetherby-simplisafe made their first contribution in https://github.com/obss/sahi/pull/802

Full Changelog: https://github.com/obss/sahi/compare/0.11.9...0.11.10

What's Changed

• update yolov5 version in ci by @fcakyon in https://github.com/obss/sahi/pull/797
• fix torch dependency in HuggingfaceDetectionModel by @fcakyon in https://github.com/obss/sahi/pull/798
• update installation, support latest transformers version by @fcakyon in https://github.com/obss/sahi/pull/799

Full Changelog: https://github.com/obss/sahi/compare/0.11.8...0.11.9

What's Changed

• update coco to yolov5 export by @fcakyon in https://github.com/obss/sahi/pull/794

Full Changelog: https://github.com/obss/sahi/compare/0.11.7...0.11.8

What's Changed

• make default verbose false for min version check by @fcakyon in https://github.com/obss/sahi/pull/765
• download mmdet yolox model from hfhub in tests by @fcakyon in https://github.com/obss/sahi/pull/766
• update torchvision demo by @fcakyon in https://github.com/obss/sahi/pull/776
• The coco.md file has been updated. by @kadirnar in https://github.com/obss/sahi/pull/777
• Added indent parameter to save_json parameter. by @kadirnar in https://github.com/obss/sahi/pull/783
• fix slicing tests by @fcakyon in https://github.com/obss/sahi/pull/787
• fix json.decoder.JSONDecodeError in coco to yolov5 conversion by @kadirnar in https://github.com/obss/sahi/pull/786

Full Changelog: https://github.com/obss/sahi/compare/0.11.6...0.11.7

What's Changed

• fix detectron2 device by @fcakyon in https://github.com/obss/sahi/pull/763
• update dependency versions in ci by @fcakyon in https://github.com/obss/sahi/pull/760
• remove python3.6 in ci by @fcakyon in https://github.com/obss/sahi/pull/762

Full Changelog: https://github.com/obss/sahi/compare/0.11.5...0.11.6

What's Changed

• fixes a bug that prevents cuda device selection by @fcakyon in https://github.com/obss/sahi/pull/756

Full Changelog: https://github.com/obss/sahi/compare/0.11.4...0.11.5

What's Changed

• improve bbox data structure by @fcakyon in https://github.com/obss/sahi/pull/730
• make some classes importable from highest level by @fcakyon in https://github.com/obss/sahi/pull/731
• add min dependency version check by @fcakyon in https://github.com/obss/sahi/pull/734
• handle numpy bbox in object annotation by @fcakyon in https://github.com/obss/sahi/pull/735
• add 2 slicing utils by @fcakyon in https://github.com/obss/sahi/pull/736
• fix predict script by @fcakyon in https://github.com/obss/sahi/pull/737
• update torch torchvision versions in ci by @fcakyon in https://github.com/obss/sahi/pull/729
• update ci workflow name by @fcakyon in https://github.com/obss/sahi/pull/732

Full Changelog: https://github.com/obss/sahi/compare/0.11.3...0.11.4

What's Changed

• update model dependency and device management by @fcakyon in https://github.com/obss/sahi/pull/725
• implement indexing support for slice image result by @fcakyon in https://github.com/obss/sahi/pull/726
• update version by @fcakyon in https://github.com/obss/sahi/pull/727

Full Changelog: https://github.com/obss/sahi/compare/0.11.2...0.11.3

What's Changed

• support uppercase letter image/video extensions by @fcakyon in https://github.com/obss/sahi/pull/713
• add cited paper list and competition winners by @fcakyon in https://github.com/obss/sahi/pull/705
• fix a typo in readme by @fcakyon in https://github.com/obss/sahi/pull/706
• update version by @fcakyon in https://github.com/obss/sahi/pull/707
• make ci trigger more efficient by @fcakyon in https://github.com/obss/sahi/pull/709
• update mmcv mmdet in ci by @fcakyon in https://github.com/obss/sahi/pull/714
• update contributing and contributors sections in readme by @fcakyon in https://github.com/obss/sahi/pull/715
• update predict docs by @fcakyon in https://github.com/obss/sahi/pull/723

Full Changelog: https://github.com/obss/sahi/compare/0.11.1...0.11.2

What's Changed

• fix coco segm eval by @fcakyon in https://github.com/obss/sahi/pull/701
• add float bbox and segm point support, remove mot utils by @fcakyon in https://github.com/obss/sahi/pull/702

Full Changelog: https://github.com/obss/sahi/compare/0.11.0...0.11.1

What's Changed

• refactor models structure by @fcakyon in https://github.com/obss/sahi/pull/694

Full Changelog: https://github.com/obss/sahi/compare/0.10.8...0.11.0

What's Changed

• remove layer support by @fcakyon in https://github.com/obss/sahi/pull/692
• Fixed a bug in greedynmm func by @youngjae-avikus in https://github.com/obss/sahi/pull/691
• flake8 dependency fix for python3.7. by @devrimcavusoglu in https://github.com/obss/sahi/pull/676
• fix links in readme by @fcakyon in https://github.com/obss/sahi/pull/689

Full Changelog: https://github.com/obss/sahi/compare/0.10.7...0.10.8

What's Changed

• update pybboxes version by @fcakyon in https://github.com/obss/sahi/pull/598
• add support for yolov5==6.1.9 by @fcakyon in https://github.com/obss/sahi/pull/601
• refactor demo notebooks by utilizing newly introduced AutoDetectionMo… by @ishworii in https://github.com/obss/sahi/pull/516
• add norfair>=2.0.0 support by @fcakyon in https://github.com/obss/sahi/pull/595
• Changed Mask class to store RLE encoded masks to save RAM. by @ChristofferEdlund in https://github.com/obss/sahi/pull/599
• update workflow versions by @fcakyon in https://github.com/obss/sahi/pull/603

New Contributors

• @ishworii made their first contribution in https://github.com/obss/sahi/pull/516
• @ChristofferEdlund made their first contribution in https://github.com/obss/sahi/pull/599

Full Changelog: https://github.com/obss/sahi/compare/0.10.6...0.10.7

What's Changed

• support yolov5>=6.1.9 by @fcakyon in https://github.com/obss/sahi/pull/592
• update installation in readme by @fcakyon in https://github.com/obss/sahi/pull/584

Full Changelog: https://github.com/obss/sahi/compare/0.10.5...0.10.6