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Evaluation of ST-DeepGait model on zero-shot detection on 15% of the class SIDs (not seen by the model during training) in the learned feature space of 85% seen SIDs during training using kNN classification. (a) First three principal components on 80–20 train–test split for 15 unseen class SIDs. (b) First three principal components on 60–40 train–test split for 15 unseen class SIDs.
