# Object-Level Data Augmentation for Deep Learning-Based Obstacle Detection in Railways

> Research article (Applied Sciences, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4306938747](https://www.wikidata.org/wiki/openalex:W4306938747)  
**Source**: https://4ort.xyz/entity/object-level-data-augmentation-for-deep-learning-based-obstacle-detection-in-railways