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The FungiTastic dataset was created jointly by the University of West Bohemia, INRIA and the Czech Technical University in Prague. It comprises approximately 350,000 records and over 650,000 fungal photographs with detailed metadata. The dataset stems from twenty years of continuous data collection and supports various machine learning tasks such as closed‑set and open‑set classification. Rich metadata includes timestamps, camera settings, geographic coordinates, satellite imagery, and biological taxonomy. It is widely used for image classification problems in biology, particularly for fungal identification.