# Sunrise Perception

> 旭日视觉感知 - 目标检测 语义分割 实例分割

- Skill: `miuav/sunrise-perception` (Agent Skill)
- Install (CLI): `npx skillmds@latest add miuav/sunrise-perception`
- Raw SKILL.md: https://api.skillmd.com/api/skills/miuav/sunrise-perception/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: miuav (https://skillmd.com/u/miuav)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/miuav/sunrise-perception

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# Sunrise 视觉感知技能

> 旭日BPU视觉感知应用

## 何时使用

- 目标检测部署
- 语义分割应用
- 实例分割实现

## 模型

### 目标检测

- YOLOv5s/v8s
- NanoDet
- SSD-MobileNet

### 分割

- DeepLabV3
- UNet
- PSPNet

## 部署

```python
import horizon_nn

model = horizon_nn.load('model.onnx')
outputs = model.forward(image)
```

## 性能

- 1080P: 30+ FPS
- 720P: 50+ FPS
- INT8量化精度损失<1%