yolo-flutter-app-desktop¶

yolo-flutter-app-desktop

项目信息
仓库	https://github.com/Maicarons/yolo-flutter-app-desktop
在线体验	https://pub.dev/packages/ultralytics_yolo
主要语言	C++
Stars	0
类型	Fork（镜像 / 二次开发）
许可证	AGPL-3.0
最近更新	2026-06-05

ℹ️ 本仓库为 Fork，基于上游项目进行镜像或二次开发。

🚀 YOLO Flutter Desktop¶

Ultralytics YOLO Flutter plugin for desktop platforms (Windows, Linux, macOS, Web).

This is a fork of ultralytics/yolo-flutter-app adapted for desktop platforms using ONNX Runtime as the inference backend.

✨ Supported Platforms¶

Platform	Inference Engine	Status
Windows	ONNX Runtime C++	✅ Working
Linux	ONNX Runtime C++	✅ Working
macOS	ONNX Runtime C++	🚧 Stub (needs ONNX Runtime binding)
Web	ONNX Runtime Web	🚧 Stub (needs JS interop)

⚡ Quick Start¶

import 'package:ultralytics_yolo/ultralytics_yolo.dart';

// Single image inference
final yolo = YOLO(modelPath: 'yolo26n');
await yolo.loadModel();
final results = await yolo.predict(imageBytes);

// Real-time camera inference
YOLOView(
  modelPath: 'yolo26n',
  onResult: (results) {
    for (final r in results) {
      print('${r.className}: ${r.confidence}');
    }
  },
)

📦 Model Assets¶

All desktop platforms use the same TFLite int8 models from the v0.3.5 release.

Models are automatically downloaded on first use and cached in the app's support directory.

🔨 Building¶

Windows¶

flutter build windows

Linux¶

flutter build linux

macOS¶

flutter build macos

Web¶

flutter build web

🎯 Features¶

Single Image Inference: YOLO class for one-shot predictions
Real-time Camera Inference: YOLOView widget for live camera feeds
6 Task Types: Detection, Segmentation, Semantic Segmentation, Classification, Pose Estimation, OBB
5 Model Sizes: Nano, Small, Medium, Large, XLarge
Auto Model Download: Models are downloaded and cached automatically
Multi-instance Support: Run multiple YOLO instances simultaneously

📚 Documentation¶

See the original documentation for detailed API usage.

📄 License¶

AGPL-3.0 License - See LICENSE for details.