---
pipeline_tag: object-detection
library_name: ultralytics
license: other
base_model: Ultralytics/YOLO11n
base_model_relation: finetune
datasets:
  - LK-ROBOTICS/nxp-sf-train-balanced
tags:
  - yolo
  - object-detection
  - patrol
  - safety
  - fire-detection
  - smoke-detection
  - edge
  - quantized
  - tflite
  - litert
  - nxp
  - sf
language:
  - ko
  - en
latest_revision: v1
metrics:
  - mAP
model-index:
  - name: nxp-sf-yolo11n-balanced-v1
    results:
      - task:
          type: object-detection
        dataset:
          name: LK-ROBOTICS/nxp-sf-train-balanced
          type: LK-ROBOTICS/nxp-sf-train-balanced
          revision: v1
        metrics:
          - type: precision
            value: 0.80517
          - type: recall
            value: 0.7361
          - type: mAP50
            value: 0.78698
          - type: mAP50-95
            value: 0.48807
---

# NXP SF YOLO11n Balanced

이 repo는 stable model family repo이며, 각 model revision은 `revisions/<revision>/` 아래에 저장합니다.

- stable repo: `LK-ROBOTICS/nxp-sf-yolo11n-balanced`
- latest revision: `v1`
- dataset family repo: `LK-ROBOTICS/nxp-sf-train-balanced`

## Revisions

| revision | path | note |
|---|---|---|
| v1 | `revisions/v1` | current migrated baseline from legacy `nxp-sf-yolo11n-balanced-v1` |