Evaluation of results of physical testing
Summary
Evaluation of results of physical testing
S00114
Version: 1.10
- arable farming
- horticulture
- viticulture
- performance evaluation
- data
- Location: at user’s premises; in Italy
- Offered by: POLIMI; UNIMI
Description
One key step following the execution of physical tests is the production of reports evaluating the performance of the system under test with respect to performance metrics (previously defined: for instance via Service S00108) on specific test data (previously collected: for instance via Service S00112) that document the outcomes of an experimental activity. This service is dedicated to executing the operations required by the aforementioned step.
Note: if the performance metrics require the data to be subjected to some form of pre-processing, Service S00115 may be leveraged to prepare the data.
Example service: The performance of an autonomous weeding system is evaluated with respect to the classification accuracy, precision, and recall scores for the Bean crop and Matricaria Chamomilla weed (e.g., as defined via Service S00108). Metrics are computed on predictions generated from a test image collection (e.g., gathered via Service S00112 and later annotated either directly by the customer or by AgrifoodTEF via Service S00115) and plotted/tabulated in a detailed report, which also includes qualitative images showing the correct and incorrect predictions.