GoPureTrack

GoPureTrack is a high-performance object tracker written in Go. It is inspired by the DeepSort tracker but incorporates significant modifications and improvements for enhanced performance and flexibility.

Features

• Efficient Go Implementation: Optimized for high performance while leveraging Go with minimal cgo components.
• Enhanced Object Tracking: Built upon DeepSort principles, with changes to optimize accuracy and speed.
• Real-Time Performance: Capable of handling high-speed object tracking scenarios.
• Customizable API: Easily integrate into various applications with flexible configurations.

Installation

To install GoPureTrack, you need to have Go installed on your system. Use the following command to install it:

go get github.com/ugparu/GoPureTrack

Usage

Here is a quick example to get started with GoPureTrack:

package main

import (
	"fmt"
	"github.com/ugparu/GoPureTrack/puretrack"
)

type Detection struct {
	XYXY  [4]float64
	score float64
}

func (d Detection) GetXYXY() [4]float64 {
	return d.XYXY
}

func (d Detection) GetScore() float64 {
	return d.score
}

func main() {
	tracker := puretrack.New[Detection](puretrack.BaseConfig)

	detections := []Detection{......}

	trackedObjects, removedTracks := tracker.Update(detections)
	fmt.Println("Tracked objects:", trackedObjects)
	fmt.Println("Removed tracks:", removedTracks)
}

Contributions

We welcome contributions to GoPureTrack! If you have any ideas, suggestions, or improvements, feel free to open an issue or submit a pull request.

License

GoPureTrack is licensed under the MIT License. See the LICENSE file for more information.

Acknowledgments

This project is inspired by the DeepSort tracker. Special thanks to the open-source community for providing the foundation for this implementation.