parking-occupancy
smolvlm_500m-parking_occupancy-PKLot-instruct-without-context-without-expertsmolvlm_256m-parking_occupancy-CNRPark-instruct-with-context-with-expertsmolvlm_500m-parking_occupancy-PKLot-instruct-with-context-with-expertsmolvlm_500m-parking_occupancy-CNRPark-instruct-without-context-with-expertsmolvlm_500m-parking_occupancy-PKLot-instruct-with-context-without-expertsmolvlm_256m-parking_occupancy-CNRPark-instruct-without-context-without-expertsmolvlm_500m-parking_occupancy-CNRPark-instruct-with-context-without-expertsmolvlm_256m-parking_occupancy-PKLot-instruct-without-context-without-expert
ud-campus-parking-occupancy-synthetic
UD Parking Occupancy Classifier (Tiny Demo)
Very small scikit-learn RandomForest classifier trained on the synthetic dataset:
BuildingTHEITGUY/ud-campus-parking-occupancy-synthetic
This is a teaching / portfolio model, not a production campus system.
What it predicts
Class label: open | busy | full
Features
capacity, occupied, free, occupancy_ratio, hour_local, weekday
Files
parking_occupancy_rf.joblib — model artifact
metrics.json —… See the full description on the dataset page: https://huggingface.co/datasets/BuildingTHEITGUY/ud-campus-parking-occupancy-synthetic.moscow-parking-occupancy
Moscow Parking Occupancy Dataset
4.6 million half-hourly occupancy snapshots for 210 municipal parking lots
in Moscow, continuous since 31 March 2025 and refreshed every Monday.
Long, dense, public occupancy series are rare: most published work on parking
occupancy prediction still leans on the UCI Parking Birmingham set, which
covers October–December 2016 only.
Configs
Config
Rows
What it is
occupancy
~4.6 M
Snapshots every 30 minutes
parking_spots… See the full description on the dataset page: https://huggingface.co/datasets/matrosovdani/moscow-parking-occupancy.parking-occupancy-merged