Analysis module

The analysis module contains functions related to performance analysis and general analysis of results. The core of the module is a ranking methodology that is based on Accuracy-Robustness measure pair, proposed in this paper.

Module functions

Performance measures

• estimate_accuracy - Calculate accuracy score
• estimate_failures - Computes number of failures score
• estimate_expected_overlap - Estimates expected average overlap for different sequence lengths

Ranking

• compare_trackers - Compares two trackers in terms of accuracy and robustness
• adapted_ranks - Performs rank adaptation on a set of ranks
• analyze_ranks - Performs ranking analysis on per-sequence or per-label basis
• create_label_selectors - Create per-label selectors
• create_sequence_selectors - Create per-sequence selectors

Speed

• normalize_speed - Normalizes tracker speed estimate
• analyze_speed - Perform speed analysis

Other analyses

• analyze_expected_overlap - Performs expected overlap analysis
• analyze_failures - Perform failure frequency analysis