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fall detection · data augmentation · GAN

GAN-Based Skeleton Fall Detection Data Augmentation Pipeline

סוג תרשים זרימהתקן Sugiyama layered DAG + orthogonal routingמנוע schematex-flowchartעודכן 29.8.2026
GAN-Based Skeleton Fall Detection Data Augmentation Pipeline
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התרחיש

A skeleton-based fall detection dataset is limited; a GAN augments synthetic skeleton sequences to improve classifier performance.

מה מופיע בתרשים הזה

פענחו את ההחלטות שמאחוריו.

01

Split dataset into train/test sets

02

Accept generated samples via discriminator realism check

03

Adjust GAN parameters if classifier performance does not improve

04

Deploy model after performance gain

Reusable when training data for rare fall events is scarce and synthetic motion generation is needed.

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