Safety violations on speed restriction signs detection

Validation of the CV system for railway speed restriction signs detection under low light and/or bad meteorological conditions in different trips made on the same route.
VALU3S_WP1_Railway_5
Validation of the CV system for railway speed restriction signs detection under low light and/or bad meteorological conditions in different trips made on the same route.
CV&AI enhanced algorithms, based on non-deterministic algorithms, need to be validated under different execution scenarios to be certifiable. Speed restriction signs are fixed signs, having always the same meaning. Anyway, the risk associated with not detecting some of them will depend on previously identified restriction signs
Evaluation Scenario Requirements
V&V Methods
VALU3S Framework
Contents
UC9_R_6

Validation tests under different driving and environment conditions

UC9_R_7

The framework must provide tools to prepare the datasets for the validation tests in a semi-automatic way.

UC9_R_8

Information about all objects detected by the system during the execution of a validation test must be recorded (in a file) for further analysis.

UC9_R_9

Accuracy metrics must be calculated for each test execution, comparing the test execution results and the expected results, defined by the ground truth for each journey.