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 Africa










A Experiment on zero-shot classification

Neural Information Processing Systems

The top two rows show easy cases, while the bottom three rows present hard cases, including crowdedness, complex backgrounds, and tiny objects.


Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition Wei He, Kai Han

Neural Information Processing Systems

The development of foundation vision models has pushed the general visual recognition to a high level, but cannot well address the fine-grained recognition in specialized domain such as invasive species classification. Identifying and managing invasive species has strong social and ecological value.