ST-Bench: Spatio Temporal Benchmark Datasets for Adversarial Robustness Verification

Benchmark for evaluating robustness of Spatio-temporal systems.

Contains object tracking and bounding box information for the UCF-101 dataset and Udacity Steering Angle Prediction

UCF-101 tracking dataset is greater than the Zenodo file limitations of 50GB. It is therefore split into 2 parts using the zip command - 

$ zip ucf101_jpegs_256_tracking.zip  --out ucf101_jpegs_256_tracking_split.zip -s 40G

The 40 GB file part is added to the version (0.0.0-alpa). The remaining part is added to the version (0.0.0-beta)

To obtain the full dataset, collate the 2 parts together into a single zip and then extract using the following command - 

$ zip -FF ucf101_jpegs_256_tracking.zip --out ucf101_jpegs_256_tracking_full.zip
$ unzip -FF ucf101_jpegs_256_tracking_full.zip