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Generative AI-powered unsupervised anomaly detection in surveillance videos using deep autoencoder architectures (CAE, VAE, ConvLSTM-AE). Leverages reconstruction-based anomaly scoring, latent space learning, and spatio-temporal modeling on the UCSD Pedestrian Dataset. Built with PyTorch.

  • Updated Jul 16, 2026
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