Abstract: Highlights•Computer vision is crucial to improve productivity and animal welfare in livestock farming.•67 publicly available datasets are surveyed for diverse livestock species and applications.•Inadequate public datasets with no or limited metadata restrict technology advancements.•Challenges and opportunities for future dataset curation are discussed.
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