Toolkit Details

• Datasets
• Trackers Protocols
• Experiment stack
• Evaluation Workspace

Key concepts that are used throughout the toolkit are:

• Dataset - a collection of sequences that is used for performance evaluation. A dataset is a collection of sequences and can be inported from various formats.

• Sequence - a sequence of frames with correspoding ground truth annotations for one or more objects. A sequence is a collection of frames.

• Tracker - a tracker is an algorithm that takes frames from a sequence as input (one by one) and produces a set of trajectories as output. Each tracker can be implemented in a different way and can be integrated into the toolkit with one of the protocols.

• Experiment - an experiment is a method that applies a tracker to a given sequence in a specific way.

• Analysis - an analysis is a set of measures that are used to evaluate the performance of a tracker (compare predicted trajectories to groundtruth).

• Stack - a stack is a collection of experiments and analyses that are performed on a given dataset, detailed information available here.

• Workspace - a workspace is a collection of experiments and analyses that are performed on a given dataset, detailed information available here.

• Report - a report is a representation of a list of analyses for a given experiment stack.