Nearmap has enhanced its machine learning capabilities significantly, resulting in the addition of over 50 new AI layers in Gen 6. This integration results in a total of 130+ AI layers, enriching our location intelligence services across all verticals.
Improved detection and identification
With Gen 6, we have significantly improved the AI detection and identification of existing layers. We have also made substantial investments in refining our models. LEARN MORE
Image from MapBrowser showing All-in Vegetation (https://apps.nearmap.com/maps/#/@-34.4931039,150.8145985,19.00z,0d/V/20191119)
Improvements over Gen 5
- Additional labeling effort equivalent to over 227 person-years beyond the Gen 5 model
- Training dataset 2.5 times larger than the Gen 5 with a total of 2 million images
- Over 300% increase in the number of production layers
- Innovative Deep Learning architecture, with larger backbone to allow capacity for learning the nuances of nearly twice as many output layers.
- Completely rebuilt post processing stack for efficiency, fault tolerance and improvements to building and roof outlines.
- Many layers have been migrated from alpha or beta status to production.
Resources
Gen 6 AI
Nearmap Damage Classifications AI
Nearmap Damage Detections AI
