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Solutions
Capture imagery Update maps Automate mapping Open up data For mapping For fleets For geospatial For automotive
Product
Platform Apps and tools Data subscriptions Image datasets Developer tools Pricing
Resources
OpenStreetMap HERE Map Creator ArcGIS Help Center Showcase Partners Developers Research Mapillary Blog

Train recognition models
for street scenes

Develop your algorithms with the most diverse data from all over the world, including different weather, season, time of day, camera, and viewpoint conditions.
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Mapillary Vistas Dataset

A benchmark 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.
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Mapillary Traffic Sign Dataset

A benchmark dataset with bounding box annotations for detecting and classifying traffic signs around the world. 100,000 images with over 300 traffic sign classes, with manual and machine annotations.
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Start training the best
computer vision models

Get in touch with us to learn more about our datasets and how to get started.
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Autonomous Intelligent Driving uses Mapillary data to train robust perception models for autonomous vehicles.
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Toyota Research Institute accelerates deployment of machine learning algorithms with Mapillary data.
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