v0.8.13

What's Changed

• fix typo in sahi coco analyse command by @fcakyon in #295
• add support for fiftyone > 0.14.2 by @fcakyon in #296
• fix yolov5 category mapping by @fcakyon in #297

Full Changelog: 0.8.12...0.8.13

v0.8.12

Check YOLOX + SAHI demo:

What's Changed

• fix nms postprocess by @fcakyon in #287
• fix shapely tests for shapely v2.0.0 by @fcakyon in #288
• add requests into dependencies by @fcakyon in #290
• add demo gif to readme by @fcakyon in #294

Full Changelog: 0.8.11...0.8.12

v0.8.11

What's Changed

• add url image read to read_image_as_pil by @fcakyon in #283
• faster mmdet config download by @fcakyon in #285
• add HuggingFace Spaces badge. by @devrimcavusoglu in #282
• update to v0.8.11 by @fcakyon in #284

Full Changelog: 0.8.10...0.8.11

v0.8.10

What's Changed

• improve mmdet config download util by @fcakyon in #278
• update version to v0.8.10 by @fcakyon in #279
• add zenodo doi and citation into readme by @fcakyon in #280
• fix broken link in readme by @fcakyon in #277
• fix mmcv installation in readme by @fcakyon in #281

Full Changelog: 0.8.9...0.8.10

v0.8.9

What's Changed

• improve result visuals/plots by @fcakyon in #271

• add get_coco_with_clipped_bboxes utility to coco class by @ssahinnkadir in #264

• fix mmdet channel order by @fcakyon in #266

• handle when mask prediction is empty by @fcakyon in #269

• handle invalid annotation polygon by @fcakyon in #268

• add missing shapely 2.0.0 support by @fcakyon in #270

• update torch, torchvision, mmdet, mmcv versions in tests by @fcakyon in #267

Full Changelog: 0.8.8...0.8.9

v0.8.8

enhancement

• add coco to yolov5 export utilty (#258)
• shapely 2.0.0 support, supported fiftyone versions (#257)
• update shapely to v1.8.0 (#259)

bugfixes

• fix a bug in coco upsampling/downsampling (#253)
• fix a bug in export_coco_as_yolov5 (#262)

ci

• update yolov5 version in tests (#256)

v0.8.6

improvements

• update postprocess behaviour (#247)

testing

• update torch to 1.9.1 for workflows (#248)
• update mmdet version to 2.17.0 for testing (#250)
• add yolov5n weight download util (#251)
• improve test durations (#252)

v0.8.5

bugfixes, enhancements

• handle when image name is very short in yolov5 conversion (#230)
• fix coco category creation without supercategory (#237)
• fix yolov5 conf threshold (#242)
• fix mmdet img size (#243)
• handle when mmdet config contains resize with keep_ratio=False (#244)
• update yolov5 version to 6.0.1 in ci tests (#245)

v0.8.4

• handle predictions with negative bbox values (#225)
• fix remove_invalid_coco_results (#227)
• fix coco evaluation (#228)

Remove invalid coco results:

from sahi.utils.file import save_json
from sahi.utils.coco import remove_invalid_coco_results

# remove invalid predictions from COCO results JSON
coco_results = remove_invalid_coco_results("coco_result.json")

# export processed COCO results
save_json(coco_results, "fixed_coco_result.json")

# bonus: remove invalid predictions from COCO results JSON by giving COCO
# dataset path to also filter out bbox results exceeding image height&width
coco_results = remove_invalid_coco_results("coco_result.json", "coco_dataset.json")

v0.8.3

• fix a bug in coco2fiftyone (#223)