Sahi

What's Changed
* refactor postprocessing and coco eval for 100x speed up by fcakyon in https://github.com/obss/sahi/pull/320
* refactor `image_size` and `model_confidence` for faster inference by fcakyon in https://github.com/obss/sahi/pull/329
* remove deprecated coco util by fcakyon in https://github.com/obss/sahi/pull/323
* fix LSNMSPostprocess by fcakyon in https://github.com/obss/sahi/pull/330
* fix rmtree in tests by fcakyon in https://github.com/obss/sahi/pull/326


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.16...0.8.18

What's Changed
* refactorize model classes, handle invalid polygons, minor improvements by fcakyon in https://github.com/obss/sahi/pull/311
* refactor tests and coco utils by fcakyon in https://github.com/obss/sahi/pull/313
* fix nms postprocess by fcakyon in https://github.com/obss/sahi/pull/314
* update predict verbose by fcakyon in https://github.com/obss/sahi/pull/317
* print exports dirs after process finishes by fcakyon in https://github.com/obss/sahi/pull/318


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.15...0.8.16

What's Changed
* update default params to match coco eval and error analysis by fcakyon in https://github.com/obss/sahi/pull/306
* utilize `max_detections` in coco_error_analysis by fcakyon in https://github.com/obss/sahi/pull/307
* reformat coco_error_analysis with black by fcakyon in https://github.com/obss/sahi/pull/308


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.14...0.8.15

What's Changed
* fix a typo in image id by fcakyon in https://github.com/obss/sahi/pull/299
* update mmdet, mmcv, yolov5 version in ci by fcakyon in https://github.com/obss/sahi/pull/303


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.13...0.8.14

What's Changed
* fix typo in `sahi coco analyse` command by fcakyon in https://github.com/obss/sahi/pull/295
* add support for fiftyone > 0.14.2 by fcakyon in https://github.com/obss/sahi/pull/296
* fix yolov5 category mapping by fcakyon in https://github.com/obss/sahi/pull/297


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.12...0.8.13

Check `YOLOX` + `SAHI` demo: <a href="https://huggingface.co/spaces/fcakyon/sahi-yolox"><img src="https://raw.githubusercontent.com/obss/sahi/main/resources/hf_spaces_badge.svg" alt="HuggingFace Spaces"></a>

<a href="https://huggingface.co/spaces/fcakyon/sahi-yolox"><img width="600" src="https://user-images.githubusercontent.com/34196005/144092739-c1d9bade-a128-4346-947f-424ce00e5c4f.gif" alt="downloads"></a>

What's Changed
* fix nms postprocess by fcakyon in https://github.com/obss/sahi/pull/287
* fix shapely tests for shapely v2.0.0 by fcakyon in https://github.com/obss/sahi/pull/288
* add requests into dependencies by fcakyon in https://github.com/obss/sahi/pull/290
* add demo gif to readme by fcakyon in https://github.com/obss/sahi/pull/294


**Full Changelog**: https://github.com/obss/sahi/compare/0.8.11...0.8.12