This paper introduces the eLasmobranc Dataset, a new, curated image collection designed to improve fine-grained identification of elasmobranch species (sharks and rays) for conservation and biodiversity monitoring. It addresses limitations of existing datasets by providing high-quality, out-of-water images with expert-validated annotations and detailed metadata to support AI system development.