InceptionTime improves deep learning for time series classification, balancing accuracy and scalability.
problem Scalability issues in existing time series classification methods.
method InceptionTime, an ensemble of deep CNN models inspired by Inception-v4 architecture.
result InceptionTime achieves similar accuracy to HIVE-COTE but is significantly more scalable.