Southwest Mushrooms Commercial Cultivation Multi-Modal Dataset, Expert-Labeled

Expert-Labeled Commercial Mushroom Cultivation Multi-Modal Dataset Expert labeler: Michael Crowe, cultivating mushrooms since 2005 Data source: Southwest Mushrooms, Phoenix, Arizona (established 2017; eight years of commercial operations) Licensed by: Crowe Logic, Inc. Dataset inventory: 722,544 labeled image frames (expert-validated) 46 audio narrations (15-20 hours of cultivation instruction) 48 transcripts (searchable knowledge base) 139 datasets, 128 rated production-ready Expert validation All labels are validated by Michael Crowe, who has cultivated mushrooms since 2005 and has run commercial operations at Southwest Mushrooms in Phoenix, Arizona since 2017. Labels reflect hands-on commercial cultivation practice rather than crowdsourced annotation.