A large-scale analysis on robustness in action recognition

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Dataset download

HMDB-51P [will be released later!]
UCF-101P [will be released later!]
Kinetics-400P [will be released later!]



Sample perturbations

Severity increasing from left to right.

Box jumbling

Random rotation

Motion blur