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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01NUS-UAL /global-streetscapes Global Streetscapes Repository for the tabular portion of the Global Streetscapes dataset by the Urban Analytics Lab (UAL) at the National University of Singapore (NUS). Content Breakdown Global Streetscapes (74 GB) ├── data/ (49 GB) │ ├── 21 CSV files with 346 unique features in total and 10M rows each (37 GB) │ ├── parquet/ (12 GB) (New) │ ├── 21 Parquet equivalents of the 21 CSV files (New) │ ├── 1 combined Parquet file (New) ├── manual_labels/ (23… See the full description on the dataset page: https://huggingface.co/datasets/NUS-UAL/global-streetscapes.geospatialimage-classification1M<n<10M50 likes1.7k downloads2y agoHugging Face02ClaireDons /global-streetscapes-parquet Global Streetscapes Repository for the tabular portion of the Global Streetscapes dataset by the Urban Analytics Lab (UAL) at the National University of Singapore (NUS). Content Breakdown Global Streetscapes (62+ GB) ├── data/ (37 GB) │ ├── 21 CSV files with 346 unique features in total and 10M rows each ├── manual_labels/ (23 GB) │ ├── train/ │ │ ├── 8 CSV files with manual labels for contextual attributes (training) │ ├── test/ │ │ ├── 8 CSV files with… See the full description on the dataset page: https://huggingface.co/datasets/ClaireDons/global-streetscapes-parquet.geospatialimage-classification1M<n<10M0 likes333 downloads2y agoHugging Face03finalvent /michiyomi-tokyo-streetscape michiyomi — Tokyo streetscape verbalization open data English Overview michiyomi pairs coordinates with structured Japanese descriptions of physical streetscapes visible in public Mapillary imagery. A vision-language model (VLM) verbalized only what is visible in each image: no map, address, place name, facility name, statistics, or other external knowledge was injected. Release 2026-09-13-r1 contains 1,914,490 scenes covering all of Tokyo: the 23… See the full description on the dataset page: https://huggingface.co/datasets/finalvent/michiyomi-tokyo-streetscape.tabular1M<n<10M2 likes310 downloads12d agoHugging Face04lune7723 /global-streetscapes Global Streetscapes Repository for the tabular portion of the Global Streetscapes dataset by the Urban Analytics Lab (UAL) at the National University of Singapore (NUS). Content Breakdown Global Streetscapes (74 GB) ├── data/ (49 GB) │ ├── 21 CSV files with 346 unique features in total and 10M rows each (37 GB) │ ├── parquet/ (12 GB) (New) │ ├── 21 Parquet equivalents of the 21 CSV files (New) │ ├── 1 combined Parquet file (New) ├── manual_labels/ (23… See the full description on the dataset page: https://huggingface.co/datasets/lune7723/global-streetscapes.geospatialimage-classification1M<n<10M0 likes297 downloads7mo agoHugging Face05KevinAldrin /global-streetscapes Global Streetscapes Repository for the tabular portion of the Global Streetscapes dataset by the Urban Analytics Lab (UAL) at the National University of Singapore (NUS). Content Breakdown Global Streetscapes (74 GB) ├── data/ (49 GB) │ ├── 21 CSV files with 346 unique features in total and 10M rows each (37 GB) │ ├── parquet/ (12 GB) (New) │ ├── 21 Parquet equivalents of the 21 CSV files (New) │ ├── 1 combined Parquet file (New) ├── manual_labels/ (23… See the full description on the dataset page: https://huggingface.co/datasets/KevinAldrin/global-streetscapes.geospatialimage-classification1M<n<10M0 likes281 downloads8mo agoHugging Face06takara-ai /nihon_gaikei_japanese_streetscapesimagen<1K0 likes128 downloads2y agoHugging Face07danielrosehill /Jerusalem-Streetscapes Jerusalem Streetscapes Dataset A small image dataset containing photos of the rapidly changing urban landscape of Jerusalem, Israel, captured by day and by night. About This dataset documents the evolving cityscape of Jerusalem through 120 photographs taken between June 2024 and September 2025. Dataset Details Number of Images: 120 Time Period: June 2024 - September 2025 Location: Jerusalem, Israel Coverage: Day and night photography of urban landscapes… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Streetscapes.imagen<1K0 likes65 downloads11mo agoHugging Face08Outerview /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.imageimage-classification10K<n<100K1 likes52 downloads3mo agoHugging Face09ReinWired /Global_streetscapes_max_50_per_cityimage1K<n<10K0 likes3 downloads2y agoHugging Face

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