Patch Release 0.3.1

• Add TeamClassificationCallback and VectorModel to work with classifying teams from feature vectors.
• Fix GitPython related bug which prevented importing SportsLabKit in Google Colab.

Introducing SportsLabKit 0.3.0

Whats New?

Meet SportsLabKit: The essential toolkit for advanced sports analytics. Designed for pros and amateurs alike, we convert raw game footage into actionable data.

Highlights

Core Capabilities

• High-Performance Tracking: In-house implementations of SORT, DeepSORT, ByteTrack, and TeamTrack for object tracking in sports.

Flexibility

• Plug-and-Play Architecture: Swap out detection and ReID models on the fly. Supported models include YOLOv8 and torch-ReID.

Usability

• 2D Pitch Calibration: Translate bounding boxes to 2D pitch coordinates.

• DataFrame Wrappers: BoundingBoxDataFrame and CoordinatesDataFrame for effortless manipulation and analysis of tracking data.

Tutorials

• Get Started: Your first steps in understanding and setting up SportsLabKit.
• User Guide: A comprehensive guide for effectively using the toolkit in real-world scenarios.
• Core Components: Deep dive into the essential elements that make up SportsLabKit, including tracking algorithms and DataFrame wrappers.

Installation

To install SportsLabKit, simply run:

pip install SportsLabKit

Note: We're in active development, so expect updates and changes.

Example Usage

To get started with tracking your first game, follow this simple example:

import sportslabkit as slk

# Initialize your camera and models
cam = slk.Camera(path_to_mp4)
det_model = slk.detection_model.load('YOLOv8x')
motion_model = slk.motion_model.load('KalmanFilter')

# Configure and execute the tracker
tracker = slk.mot.SORTTracker(detection_model=det_model, motion_model=motion_model)
bbdf = tracker.track(cam)

# The tracking data is now ready for analysis

0.2.3

update to 0.2.3

0.2.2

Update due to dependency API change

0.2.1 hotfix

Sorry, I forgot to update the poetry files.

SoccerTrack 0.2.0

update to version 0.2.0

SoccerTrack Pre-release v0.1.0

This pre-release is a preview of new features and improvements included in the upcoming stable version 1.0.0 🎉

Changelog.
Coming soon. Should be installable with pip.

We've updated the documentation and API quite a bit but there is still a lot more to do until we can release stable version.
In the meanwhile, this version should be useful to preview the available features. We are still in rapid development and therefore there will be many changes to the core API.

Pre-release (nothing works)

Full Changelog: https://github.com/AtomScott/SoccerTrack/commits/v0.0.1-alpha

Nothing really works yet, but please contact us if you are interested in using SoccerTrack.

Will delete when a release is ready.