# FireViewer · resource index

[Organization presentation](../README.md) · [Choose a variant](CHOOSING_VARIANTS.md) · [Five-dataset guide](DATASET_V25.md) · [Update log](../CHANGELOG.md)

### Models

| Repository | Role |
| --- | --- |
| [fireviewer/rfdetr-medium-probable-fire-v2.5](https://huggingface.co/fireviewer/rfdetr-medium-probable-fire-v2.5) | Generate single-class probable_fire candidate regions from full images. |
| [fireviewer/rfdetr-medium-visible-flame-v2.5](https://huggingface.co/fireviewer/rfdetr-medium-visible-flame-v2.5) | Find visible flames inside probable-fire proposals. |
| [fireviewer/dinov2-small-visible-flame-monopoint-v2.5](https://huggingface.co/fireviewer/dinov2-small-visible-flame-monopoint-v2.5) | Predict one visual flame anchor for each detected flame box. |
| [fireviewer/dinov2-small-fire-associated-smoke-v2.5](https://huggingface.co/fireviewer/dinov2-small-fire-associated-smoke-v2.5) | Estimate fire-associated smoke compatibility with an abstention interval. |
| [fireviewer/dinov3-pointing-pilot-v1](https://huggingface.co/fireviewer/dinov3-pointing-pilot-v1) | Inspect the retained five-epoch multi-task research pilot. |
| [fireviewer/fire-smoke-yolo11m-strict-v1](https://huggingface.co/fireviewer/fire-smoke-yolo11m-strict-v1) | Use the retained visible smoke/flame baseline as a preannotation helper. |
| [fireviewer/rtdetr-v2-r50-fire-smoke](https://huggingface.co/fireviewer/rtdetr-v2-r50-fire-smoke) | Inspect the historical visible smoke/flame reference detector. |

### Datasets

| Repository | Role |
| --- | --- |
| [fireviewer/v2.5-box-precise-and-multi-source-suplement](https://huggingface.co/datasets/fireviewer/v2.5-box-precise-and-multi-source-suplement) | Train or inspect probable-fire proposals and the separate fire/smoke annotation view. |
| [fireviewer/v2.5-specialisation-visible-fire](https://huggingface.co/datasets/fireviewer/v2.5-specialisation-visible-fire) | Inspect or train visible-flame detection on proposed regions. |
| [fireviewer/v2.5-smoke-from-fire-probability](https://huggingface.co/datasets/fireviewer/v2.5-smoke-from-fire-probability) | Study fire-associated smoke compatibility for ROIs without confirmed flame. |
| [fireviewer/v2.5-visible-flame-crop-monopoint](https://huggingface.co/datasets/fireviewer/v2.5-visible-flame-crop-monopoint) | Study one visual anchor per accepted visible-flame crop. |
| [fireviewer/v2.5-visible-flame-full-image-multipoint](https://huggingface.co/datasets/fireviewer/v2.5-visible-flame-full-image-multipoint) | Study detection and multiple per-box flame anchors on original images. |
| [fireviewer/fire-smoke-detection-corpus-v1](https://huggingface.co/datasets/fireviewer/fire-smoke-detection-corpus-v1) | Inspect the historical rights-filtered visible smoke/flame detection corpus. |
| [fireviewer/flame_smoke_detection_box_not_precise](https://huggingface.co/datasets/fireviewer/flame_smoke_detection_box_not_precise) | Inspect the older detection release, including the 12,848 negatives consolidated from the retired standalone resource. |
| [fireviewer/simple-measured-scenes-v1](https://huggingface.co/datasets/fireviewer/simple-measured-scenes-v1) | Inspect measured geographic scene packages and tiled catalogues. |

### Presentation

| Repository | Role |
| --- | --- |
| [fireviewer/README](https://huggingface.co/spaces/fireviewer/README) | Organization card and documentation; no running inference demo. |

## Collections

- [FireViewer v2.5 cascade: selected models](https://huggingface.co/collections/fireviewer/fireviewer-v25-cascade-selected-models-6ac47be5c15d70ee2a01d464)
- [FireViewer Calibration and Tests for Full Pipeline](https://huggingface.co/collections/fireviewer/fireviewer-calibration-and-tests-for-full-pipeline-6ac36983b2eaaf428a7577e1)
- [Training Datasets — v2.5](https://huggingface.co/collections/fireviewer/training-datasets-v25-6ac362a45c747ad9e99c9efb)
- [(not good enough) Pilot and Experimental Models](https://huggingface.co/collections/fireviewer/not-good-enough-pilot-and-experimental-models-6ac362a31a779b0c63bb3f4a)
- [FireViewer · historical corpora and negatives](https://huggingface.co/collections/fireviewer/fireviewer-corpus-historiques-et-negatifs-6a70a1f506d72626d7068e2a)

Calibration resources retain their own access restrictions. The index lists public repositories only. Models, datasets and conversions retain their original IDs, paths and source-specific rights.