v0.9.7
What's Changed
- Bump cuda version for parallel by @probicheaux in #191
- Add stream management HTTP api by @PawelPeczek-Roboflow in #180
- Peter/fix orjson by @probicheaux in #192
- Introduce model aliases by @PawelPeczek-Roboflow in #193
- Fix problem with device request not being list but tuple by @PawelPeczek-Roboflow in #197
- Add inference server stop command by @PawelPeczek-Roboflow in #194
- Inference server start takes env file by @PawelPeczek-Roboflow in #195
- Add pull image progress display by @PawelPeczek-Roboflow in #198
- Improve Inference documentation by @capjamesg in #183
- Catch CLI Error When Docker Is Not Running by @paulguerrie in #203
- Introduce unified batching by @PawelPeczek-Roboflow in #199
- Change the default value for 'only_top_classes' option of close-to-threshold sampling strategy of AL by @PawelPeczek-Roboflow in #200
- updated API_KEY to ROBOFLOW_API_KEY for clarity by @josephofiowa in #202
Highlights
Stream Management API (Enterprise)
The stream management api is designed to cater to users requiring the execution of inference to generate predictions using Roboflow object-detection models, particularly when dealing with online video streams. It enhances the functionalities of the familiar inference.Stream() and InferencePipeline() interfaces, as found in the open-source version of the library, by introducing a sophisticated management layer. The inclusion of additional capabilities empowers users to remotely manage the state of inference pipelines through the HTTP management interface integrated into this package. More info.
Model Aliases
Some common public models now have convenient aliases! The with this release, the COCO base weights for YOLOv8 models can be accessed with user friendly model IDs like yolov8n-640. See all available model aliases here.
Other Improvements
- Improved inference CLI commands
- Unified batching APIs so that all model types can accept batch requests
- Speed improvements for HTTP interface
New Contributors
- @josephofiowa made their first contribution in #202
Full Changelog: v0.9.6...v0.9.7
