UBI-Fights

Abnormal Event Detection Dataset

ImagesRGB VideoVideosPublicIntroduced 2021-01-03

UBI-Fights - Concerning a specific anomaly detection and still providing a wide diversity in fighting scenarios, the UBI-Fights dataset is a unique new large-scale dataset of 80 hours of video fully annotated at the frame level. Consisting of 1000 videos, where 216 videos contain a fight event, and 784 are normal daily life situations. All unnecessary video segments (e.g., video introductions, news, etc.) that could disturb the learning process were removed.

Benchmarks

Abnormal Event Detection In Video/AUC Abnormal Event Detection In Video/Decidability Abnormal Event Detection In Video/EER Anomaly Detection/AUC Anomaly Detection/Decidability Anomaly Detection/EER Semi-supervised Anomaly Detection/AUC Semi-supervised Anomaly Detection/Decidability Semi-supervised Anomaly Detection/EER