Patent ID: 11869237
Assignee: SONY INTERACTIVE ENTERTAINMENT LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 3:
4. The method of claim 1, wherein the selecting at the autonomous personal companion the first generic classifier includes:
generating the first plurality of probabilities generated by executing the group of generic classifiers, wherein each of the first plurality of probabilities defines how closely the object data matches a corresponding generic classifier; and
for each generic classifier in the group of generic classifiers generating probabilities exceeding a margin, walking a second corresponding hierarchical tree of classifiers by matching classifiers at one or more levels in the second corresponding hierarchical tree of classifiers to the object data, the classifiers that are matched generating probabilities exceeding the margin, wherein the end classifier of the first hierarchical tree of classifiers of the first generic classifier is at the deepest level of all corresponding trees of classifiers.