- Spectral Residual:
- anomaly detecion for time-series data
- online detection (almost real-time)
- Autoencoder:
- anomaly detection with encoder-decoder deep learning model
- ANN-based, CNN-based, LSTM-based, etc.
- for images, time-series, etc.
- VAE(Variational AE)
- Seq2Seq:
- anomaly detection with sequence-to-sequence deep learning model for time-series only.
anomaly_detection
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