Patent ID: 11954599
Assignee: INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. The storage apparatus according to claim 13, wherein the step of calculating the global loss value by using the preset third loss function is implemented according to the following formula:

Lall=Ldet+Lfi+Lpi+0.5·(Loims+Loimr),

wherein Lall represents the global loss value, Lfi represents the first loss value, Lpi represents the second loss value, Ldet represents a sum of a classification loss of an RPN in the pedestrian search model, a regression loss of the RPN in the pedestrian search model, a classification loss of a classification branch of the pedestrian search model, and a regression loss of a regression branch of the pedestrian search model, Loims represents a first loss between identity type probability distributions and real identities, obtained by the pedestrian search model, and Loimr represents a second loss between the identity type probability distributions and the real identities, obtained by the instance-aware network.