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.
You can install the development version of trackRai from GitHub with:
# install.packages("pak")
pak::pak("swarm-lab/trackRai")- 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