trackRai

trackRai is a YOLO-based multi-object tracking software for R. It provides a series of Shiny apps for automating the preparation and training of YOLO11 models, for performing the tracking of multiple objects in a video, and for visualizing the results of the tracking process.

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Installation

You can install the development version of trackRai from GitHub with:

# install.packages("pak")
pak::pak("swarm-lab/trackRai")

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User guides

• 1 - Install YOLO11
• 2 - Prepare a dataset for training a YOLO model
• 3 - Train a YOLO model
• 4 - Track objects in a video using a trained YOLO model
• 5 - Visualize the results of tracking

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