# Direct generation of level of service maps from images using convolutional and long short-term memory networks

> Research article (Journal of Intelligent Transportation Systems, 2019) · cited 15× · AI/ML

**Wikidata**: [openalex:W2912831126](https://www.wikidata.org/wiki/openalex:W2912831126)  
**Source**: https://4ort.xyz/entity/direct-generation-of-level-of-service-maps-from-images-using-convolutional-and-long-short-term-memory-networks