mlsanityData to 14 Oct 2026

BossouChimpanzee: Long-term Chimpanzee Video Dataset

arXiv 2610.05293 ↗First posted 4 Oct 2026cs.CVcited by 0

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Abstract (arXiv)

We describe the BossouChimpanzee video dataset, a unique long-term visual record of wild chimpanzees at an outdoor laboratory for field experiments in Bossou, Guinea, spanning three decades (1988-2018) and comprising over 1,200 hours of continuous video recordings collected through collaborative fieldwork and research. In this paper, we outline the history and scientific contributions of the experimental paradigm and video archive, provide key statistics and details on the structure of the main video dataset, and release an initial ~74h snapshot, BossouChimpanzee70h, covering 23 identified individuals focused on chimpanzee individual and action recognition, ahead of the full video resource. This dataset represents a valuable resource for cognitive and behavioural research in ethology and a rich benchmark for training and evaluating machine learning models on audiovisual data from the wild.

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References · 8

  1. 2015Deep Residual Learning for Image Recognitioncited by 52,096
  2. 2015SSD: Single Shot MultiBox Detectorcited by 3,130
  3. 2025SAM 3: Segment Anything with Conceptscited by 906
  4. 2021ByteTrack: Multi-Object Tracking by Associating Every Detection Boxcited by 823
  5. 2020VGGSound: A Large-scale Audio-Visual Datasetcited by 648
  6. 2019The VIA Annotation Software for Images, Audio and Videocited by 167
  7. 2019Count, Crop and Recognise: Fine-Grained Recognition in the Wildcited by 7
  8. 2025Self-supervised Learning on Camera Trap Footage Yields a Strong Universal Face Embeddercited by 4

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