GetObjectClassRecognizerSnapshotStatistics
Returns statistics about the performance of a recognizer snapshot.
Snapshots are generated automatically during training, but only when you enable them. For more information about snapshots, refer to the Media Server Administration Guide and the documentation for the action SetObjectClassRecognizerTrainingOption.
Before attempting to view statistics, you must generate the statistics by running the action TestObjectClassRecognizerSnapshot.
Type: synchronous
Parameter | Description | Required |
---|---|---|
recognizer
|
The name of the recognizer. | Yes |
Example
/action=GetObjectClassRecognizerSnapshotStatistics&recognizer=vehicles
Response
The response includes statistics for one or more snapshots.
The AP and mAP scores are given in the range 0 to 1 (not as a percentage in the range 0-100).
<autnresponse> <action>GETOBJECTCLASSRECOGNIZERSNAPSHOTSTATISTICS</action> <response>SUCCESS</response> <responsedata> <snapshot> <snapshotindex>0</snapshotindex> <maximagesize>608</maximagesize> <overallstatistics> <AP>0.46</AP> <mAP50>0.57</mAP50> <mAP75>0.44</mAP75> </overallstatistics> <classstatistics> <class> <identifier>car</identifier> <AP>0.51</AP> <mAP50>0.63</mAP50> <mAP75>0.52</mAP75> </class> <class> <identifier>van</identifier> <AP>0.41</AP> <mAP50>0.49</mAP50> <mAP75>0.41</mAP75> </class> <class> <identifier>motorcycle</identifier> <AP>0.62</AP> <mAP50>0.75</mAP50> <mAP75>0.60</mAP75> </class> </classstatistics> </snapshot> <snapshot> <snapshotindex>1</snapshotindex> <maximagesize>320</maximagesize> ... ... </snapshot> <snapshot> <snapshotindex>2</snapshotindex> ... ... </snapshot> </responsedata> </autnresponse>