Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes

Research article (Fire, 2025) · cited 13× · AI/ML
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Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes

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Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes is a scholarly article[1].

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  • Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes's instance of is recorded as scholarly article[2].

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes. Retrieved May 24, 2026, from https://4ort.xyz/entity/smoke-and-fire-you-only-look-once-a-lightweight-deep-learning-model-for-video-smoke-and-flame-detection-in-natural-scene
MLA “Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/smoke-and-fire-you-only-look-once-a-lightweight-deep-learning-model-for-video-smoke-and-flame-detection-in-natural-scene.
BibTeX @misc{4ortxyz_smoke-and-fire-you-only-look-once-a-lightweight-deep-learning-model-for-video-smoke-and-flame-detection-in-natural-scene_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes}}, year = {2026}, url = {https://4ort.xyz/entity/smoke-and-fire-you-only-look-once-a-lightweight-deep-learning-model-for-video-smoke-and-flame-detection-in-natural-scene}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes — https://4ort.xyz/entity/smoke-and-fire-you-only-look-once-a-lightweight-deep-learning-model-for-video-smoke-and-flame-detection-in-natural-scene (retrieved 2026-05-24)

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