METHOD FOR AUTOMATED MODERATION OF CHILD-INAPPROPRIATE VIDEO CONTENT
개요
발명자
Thi Hanh Vu; Ngoc Anh Nguyen; Hong Phuc Vu
IPC 분류
CPC 분류
The invention mentioned a method for automated moderation of child-inappropriate video content. The method includes the following steps: step 1: collecting and labeling video data on children-inappropriate content; step 2: data preprocessing; step 3: building a model to identify the time intervals of the appearance of children-inappropriate objects; step 4: building a model to identify the time intervals of the occurrence of children-inappropriate behaviors/actions; step 5: building a model to identify the age of the subjects based on their face appearing in the frames; step 6: post-processing the output information to produce censorship results; step 7: optimizing model performance to reduce video processing time for practical deployment.
원문 (중국어)
The invention mentioned a method for automated moderation of child-inappropriate video content. The method includes the following steps: step 1: collecting and labeling video data on children-inappropriate content; step 2: data preprocessing; step 3: building a model to identify the time intervals of the appearance of children-inappropriate objects; step 4: building a model to identify the time intervals of the occurrence of children-inappropriate behaviors/actions; step 5: building a model to identify the age of the subjects based on their face appearing in the frames; step 6: post-processing the output information to produce censorship results; step 7: optimizing model performance to reduce video processing time for practical deployment.