# Real-time detection and forecast of flashovers by the visual room fire features using deep convolutional neural networks

> Research article (Journal of Building Engineering, 2022) · cited 37× · AI/ML

**Wikidata**: [openalex:W4311986762](https://www.wikidata.org/wiki/openalex:W4311986762)  
**Source**: https://4ort.xyz/entity/real-time-detection-and-forecast-of-flashovers-by-the-visual-room-fire-features-using-deep-convolutional-neural-networks