BuckTales : A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes

The dataset contains UAV footage of wild antelopes (blackbucks) in grassland habitats. It can be mainly used for two tasks: Multi-object tracking (MOT) and Re-Identification (Re-ID).
We provide annotations for the position of animals in each frame, allowing us to offer very long videos (up to 3 min) completely annotated while maintaining the identity of each animal in the video.
The Re-ID dataset offers two videos, that capture the movement of some animals simultaneously from two different UAVs. The Re-ID task is to find the same individual in two videos taken simultaneously from a slightly different perspective.
The relevant paper will be published in the NeurIPS 2024 Dataset and Benchmarking Track. https://nips.cc/virtual/2024/poster/97563

Resolution: 5.4 K
MOT: 12 videos ( MOT17 Format)
Re-ID: 6 sets (each with a pair of drones) (Custom)
Detection: 320 Images (COCO, YOLO)