yolotriton/RELEASE.md

Release 0.5.0

Major Features and Improvements

• Added support for YOLO models with FP16 inputs and outputs
• Compatibility extended to ultralytics YOLOv8 through YOLOv12

Release 0.4.0

Breaking Changes

• Model.GetClass has been removed in favor of new YoloTritonConfig.Classes
• Predefined YOLO model init function now receive YoloTritonConfig as argument.

Major Features and Improvements

• Add -p <MinProbability>, -o <MaxIOU> flag for sample script.

Release 0.3.0

Breaking Changes

• YoloTritonConfig.NumChannels has been renamed to YoloTritonConfig.NumClasses.
• YoloTritonConfig.BatchSize has been removed.
• Model.PreProcess interface has been changed to PreProcess(img image.Image, targetWidth uint, targetHeight uint) (*triton.InferTensorContents, error)

Major Features and Improvements

• Add support for YOLO-NAS INT8 inference.
• Add benchmark script.
• Model metadata request will only get once instead everytime before model inference request.

Release 0.2.0

Major Features and Improvements

• Add support for YOLO-NAS inference.

Release 0.1.1

Bug Fixes and Other Changes

• Fix go pkg publish issue.

Release 0.1.0

Initial release of yolotriton.

• Support for YOLOv8 inference.