People and organizations across the globe share their imagery in the world’s largest publicly available database. Powerful search tools help you find the time, place, and objects of interest to get a street-level view and do virtual inspections.
A street-level view of the whole world
Filtering imagery by date and contributor
Filtering imagery by objects detected in images
Imagery from more than 190 countries combined into one navigable view.
Visual search, filters, and geostatistics
Quickly find the images and data you need. Filter by geography, time, and objects contained in the images, with occurrence visualized on the map.
Scale and speed up map updates and asset inventories. Using computer vision, our technology recognizes objects in street-level imagery and places them on the map. Currently supported for over 1,500 traffic signs.
Objects automatically labeled in images
Objects located on the map as point features
Global traffic sign recognition
Automatic object detection
More than 60 object types automatically detected in imagery by award-winning machine learning algorithms for street scenes.
See which objects we detect
Point features on the map
Estimated coordinates based on the positions of the images that contain the detected object. Currently supported for traffic signs, upcoming for more object classes.
See a demo
Manual annotations in the Mapillary Vistas Dataset
Machine-labeled images from the Mapillary database
Training data for machine learning
Train models that understand street scenes around the world to boost autonomous mobility and transport. Use machine-labeled images from Mapillary’s global database or the manually annotated Mapillary Vistas Dataset, proven to power award-winning models.
The leading benchmark dataset
The Mapillary Vistas Dataset is the most diverse publicly available dataset of manually annotated training data for semantic segmentation of street scenes. 25,000 images pixel-accurately labeled into 152 object categories, 100 of those instance-specific.
Learn more about the Mapillary Vistas