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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` |
|