FADNet: Fully Attention-based Dual Memory Bank Network for Weakly Supervised Video Anomaly Detection

Data Preparation

Xd-Violence

You can refer to https://roc-ng.github.io/XD-Violence/ for Xd-Violence dataset.

Ucf-Crime

1. You can refer to the work of AAAI2023 https://github.com/henrryzh1/UR-DMU for related datasets.
2. You can refer to https://github.com/deepmind/kinetics-i3d for I3D feature extraction.