# A Small-Target Forest Fire Smoke Detection Model Based on Deformable Transformer for End-to-End Object Detection

> Research article (Forests, 2023) · cited 50× · AI/ML

**Wikidata**: [openalex:W4316468140](https://www.wikidata.org/wiki/openalex:W4316468140)  
**Source**: https://4ort.xyz/entity/a-small-target-forest-fire-smoke-detection-model-based-on-deformable-transformer-for-end-to-end-object-detection