User trainable detection apparatus and method
First Claim
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1. A user trainable detecting apparatus for on site configuration;
- said apparatus comprising;
at least one sensor;
a detector for detecting events in data from said sensor,a user interface with labeling functionality, to enable said user to label, data from said sensor; and
a learning unit, associated with said user interface, to use said labeled data in an in-situ learning process to produce an in-situ learning result for use in said detector.
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Abstract
A user trainable detecting apparatus for on site configuration comprises: one or more sensors; a detector for detecting events within the data arriving from the sensor, and a user interface that has labeling functionality, and which enables the user to label data from the sensor through the interface. A learning unit uses the labeled data for in-situ learning for use in the detector.
32 Citations
13 Claims
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1. A user trainable detecting apparatus for on site configuration;
- said apparatus comprising;
at least one sensor; a detector for detecting events in data from said sensor, a user interface with labeling functionality, to enable said user to label, data from said sensor; and a learning unit, associated with said user interface, to use said labeled data in an in-situ learning process to produce an in-situ learning result for use in said detector. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
- said apparatus comprising;
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12. A user trainable detecting method comprising:
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placing a sensor in situ; obtaining from said sensor an initial set of real data passing said initial set of data to a user interface, at said user interface accepting user labeling of said data; carrying out a learning process using said labeled data to produce an in situ learning result; and using said in situ learning result to carry out recognition of further data obtained from said in-situ sensor. - View Dependent Claims (13)
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Specification