TimeGAN and DoppelGANger can synthesize allergic rhinitis gesture data that trains classifiers near the real-data baseline, with DoppelGANger performing better.
Exploring the impact of synthetic data on human activity recognition tasks,
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Exploring the Impact of Synthetic Data on Human Gesture Recognition Tasks Using GANs
TimeGAN and DoppelGANger can synthesize allergic rhinitis gesture data that trains classifiers near the real-data baseline, with DoppelGANger performing better.