datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
retail-streetscape-storefront-signals
Retail Streetscape & Storefront Signals Visual Dataset
Rows: 73,704
Dataset Description
Retail Streetscape & Storefront Signals Visual Dataset is a global wildlife image dataset-style street-level imagery collection focused on retail frontage, placemaking, and urban commerce signals in real-world scenes. The labeled target in this dataset is the feature field, which captures matched visual feature labels for Storefront, Restaurant, Coffee Shop, Pharmacy, Outdoor… See the full description on the dataset page: https://huggingface.co/datasets/Outerview/retail-streetscape-storefront-signals.kanops-open-retail-imagery
Kanops — Open Access · Imagery (Retail Scenes v0)
The first longitudinal retail imagery dataset for computer vision.
Every existing retail CV dataset (SKU-110K, RP2K, Freiburg Groceries, MVTec D2S) captures a single moment in time. Kanops captures 15 years of change — how stores, shelves, packaging, and merchandising actually evolve.
This open sample contains ~10–11K retail imagery files from UK and US stores (2010–2024). The full Kanops archive spans 1.135M+ retail images across… See the full description on the dataset page: https://huggingface.co/datasets/dresserman/kanops-open-retail-imagery.